Laboratory Assays Research Articles

P473 Comparison of clinical performance of fecal calprotectin of laboratory methods with lateral flow based POC and home tests

Abstract Background To confirm an IBD diagnosis and manage IBD patients, endoscopy is the gold standard to assess mucosal inflammation. Fecal calprotectin (fCAL) is a reliable biomarker of intestinal inflammation that highly correlates with endoscopic and histological findings. Fecal calprotectin testing is recommended in most IBD guidelines for diagnosis and disease course evaluation. Different assay technologies exist that need to measure fecal calprotectin comparably. These range from classic enzyme linked immunosorbent assays (ELISA), particle enhance turbidimetric immuno assays (PETIA), and rapid lateral flow assays (LFIA). LFIA[AL1] [RC2] s can be read by conventional tabletop readers or by everyday smartphone applications using the phone’s camera to acquire an image, detect the test cassette and calculate a quantitative result. As there is no international standard to date, fecal calprotectin assay manufacturers rely on their own internal calprotectin standardization. This study compared four different assays measuring the same clinical samples. Methods The 128 raw stool samples that were analyzed in this study were obtained from patients that presented with signs and symptoms suggesting intestinal inflammation and underwent endoscopic evaluation to establish or exclude an IBD diagnosis. Samples were extracted with the BÜHLMANN CALEX® Cap stool extraction device. Each extract was then measured on the BÜHLMANN fCAL® ELISA, fCAL® turbo (PETIA), Quantum Blue® fCAL extended lateral flow assay and smartphone based IBDoc® fCAL home test. For the home test, two phones, iPhone 11 and Samsung Galaxy S7, were used to measure the lateral flow test cassettes. Each sample was measured one time on each assay and Receiver Operating Characteristic (ROC) curve analysis was performed and total agreement between each method was calculated. Results ROC curves were generated to assess the ability of each assay to differentiate between IBS and IBD with area under the curve (AUC) values ranging from 0.827 (Samsung Galaxy S7 to 0.835 (fCAL turbo). There was no significant difference between the methods. Commonly used cut-offs in the assessment of IBD patients are 100 and 250 µg/g, respectively. Positive and negative percent agreement (PPA/NPA) between the smartphone-based home test and the laboratory assays was calculated. The PPA was above 90% for all methods while the NPA was above 88% for all methods. Conclusion The results presented here show that the four BÜHLMANN assays measure fecal calprotectin extremely comparably and show an excellent clinical performance. This allows for the use of the methods interchangeably, depending on the needs of the patients and their care team.

Comparison of Giardia duodenalis point-of-care antigen faecal tests to reference laboratory assays in non-symptomatic dogs

Giardia duodenalis is one of the most prevalent enteric parasites of dogs. Point-of-care antigen tests (POC) are rapid and do not require additional equipment, or a specialised diagnostic laboratory. The aim of this study was to compare diagnostic tests available in veterinary practices and in a diagnostic laboratory for the detection of G. duodenalis on a cohort of group-housed dogs from New South Wales, Australia. Two different POC tests were used for the detection of G. duodenalis. Laboratory tests used were the multiplexed-tandem PCR panel (MT-PCR) that includes detection of G. duodenalis DNA, and two reference tests (an in-house TaqMan real-time PCR and a direct immunofluorescence assay, DFA). Canine faecal samples (n = 40) were tested simultaneously for the detection of G. duodenalis. Using either DFA or TaqMan real-time PCR as reference tests, 77.5% (31/40) and 82.5% (33/40) of dogs tested positive, respectively. Agreement (Kappa) between the DFA and TaqMan real-time PCR was 0.84 (95% CI 0.64 to 1.00). There was substantial G. duodenalis test outcome agreement between the two POC tests, Kappa = 0.75. Combining the two POC tests yielded 77% sensitivity and 100% specificity with DFA as reference, and for TaqMan real-time PCR it was 73% sensitivity and 100% specificity. The MT-PCR was in excellent agreement with each reference test, DFA or TaqMan real-time PCR. Due to the high specificity of both POC tests, they can be confidently used as rule-in diagnostics. Confirmatory testing that detects different biological parameters such as DNA, e.g. PCR (inc. MT-PCR), should be implemented before concluding that a dog is negative for the presence of G. duodenalis.

The combination of chemical fertilizer affected the control efficacy against root-knot nematode and environmental behavior of abamectin in soil

Chemical fertilizer and pesticide are necessary in agriculture, which have been frequently used, sometimes even at the same time or in combination. To understand the interactions of them could be of significance for better use of these agrochemicals. In this study, the influence of chemical fertilizers (urea, potassium sulfate, ammonium sulfate and superphosphate) on the control efficacy and environmental behavior of abamectin was investigated, which could be applied in soil for controlling nematodes. In laboratory assays, ammonium sulfate at 1 and 2 g/L decreased the LC50 values of abamectin to Meloidogyne incognita from 0.17 mg/L to 0.081 and 0.043 mg/L, indicating it could increase the contact toxicity. In greenhouse trial, ammonium sulfate at 1000 mg/kg increased the control efficacy of abamectin by 1.37 times. Meanwhile, the combination of abamectin with ammonium sulfate could also promote the tomato seedling growth as well as the defense-related enzyme activity under M. incognita stress. The persistence and mobility of abamectin in soil were significantly elevated by ammonium sulfate, which could prolong and promote the control efficacy against nematodes. These results could provide reference for reasonable use of abamectin and fertilizers so as to increase the control efficacy and minimize the environmental risks.

Potential for managing pool levels in a flood-control reservoir to increase nitrate-nitrogen load reductions.

Few strategies are available to reduce nitrate-nitrogen (NO3 -N) loads at larger landscape scales, but flood control reservoirs are known to reduce riverine loads. In this study, we evaluated the potential to increase nitrogen (N) loss at Lake Red Rock, a large reservoir located in central Iowa, by evaluating the inundation of sediments deposited at the reservoir inflow. Sediment samples were collected at 51 locations in the lower delta region and analyzed for particle size and nutrient content. Nitrogen loss rates in delta sediments were determined from laboratory assays, and satellite imagery was used to develop a rating curve to quantify land area inundated within the delta. The daily mass of NO3 -N reduced with delta inundation was estimated by applying the mean N 24-h loss rate (0.66g N m2 day-1 ) by the area of inundation (m2 ). Results indicated that raising pool elevations to inundate more of the delta would result in greater N losses, ranging from 2 to 377 Mg per year. Potential N loss of 102 Mg achieved by increasing pool stage by 0.5m would be equivalent to installing nearly 650 edge-of-field practices in the watershed. Although more work is needed to integrate with an existing environmental pool management plan, study results indicate that reservoir management could achieve N reductions at a novel landscape scale.

Trio fluorophore-based phenotypic assay for the detection of artemisinin-induced growth-arrested Plasmodium falciparum in human erythrocytes

Artemisinin combination therapy remains effective for the treatment of falciparum malaria. However, Plasmodium falciparum can escape the effects of artemisinin by arresting their growth. The growth-arrested parasites cannot be distinguished from nonviable parasites with standard microscopy techniques due to their morphological similarities. Here, we demonstrated the efficacy of a new laboratory assay that is compatible with the artemisinin susceptibility test. As a result of the differential cell permeabilities of two DNA-binding fluorophores, growth-arrested P. falciparum can be distinguished from parasites killed by artemisinin, since the latter lose cell membrane permeability. This fluorescence-based assay increased the sensitivity and specificity of the ring survival assay in the assessment of artemisinin susceptibility. When combined with a third fluorophore-conjugated anti-human leukocyte antibody, this trio fluorophore assay became more useful in identifying growth-arrested parasites in mock human blood samples. This novel assay is a simple and rapid technique for monitoring artemisinin resistance with greater sensitivity and accuracy compared with morphology-based observations under a light microscope.

A critical review of current laboratory methods used to evaluate mosquito repellents.

Pathogens transmitted by mosquitoes threaten human health around the globe. The use of effective mosquito repellents can protect individuals from contracting mosquito-borne diseases. Collecting evidence to confirm and quantify the effectiveness of a mosquito repellent is crucial and requires thorough standardized testing. There are multitudes of methods to test repellents that each have their own strengths and weaknesses. Determining which type of test to conduct can be challenging and the collection of currently used and standardized methods has changed over time. Some of these methods can be powerful to rapidly screen numerous putative repellent treatments. Other methods can test mosquito responses to specific treatments and measure either spatial or contact repellency. A subset of these methods uses live animals or human volunteers to test the repellency of treatments. Assays can greatly vary in their affordability and accessibility for researchers and/or may require additional methods to confirm results. Here I present a critical review that covers some of the most frequently used laboratory assays from the last two decades. I discuss the experimental designs and highlight some of the strengths and weaknesses of each type of method covered.

Computational Flow Cytometry Accurately Identifies Sezary Cells Based on Simplified Aberrancy and Clonality Features

Flow cytometric identification of circulating neoplastic cells (Sezary cells) in patients with mycosis fungoides (MF) and Sezary syndrome (SS) is essential for diagnosis, staging and prognosis. While recent advances have improved the performance of this laboratory assay, the complex immunophenotype of Sezary cells and overlap with reactive T cells demand a high level of analytic expertise. We utilized machine learning to simplify this analysis using only 2 pre-defined Sezary cell-gating plots. We studied 114 samples from 59 patients with SS/MF, and 66 samples from unique patients with inflammatory dermatoses. A single dimensionality reduction plot highlighted all T-cell receptor constant β chain-restricted (clonal) CD3+/CD4+ T-cells detected by expert analysis. On receiver operator curve analysis, an aberrancy scale feature computed by comparison with controls (area under the curve = 0.98) outperformed loss of CD2 (0.76), CD3 (0.83), CD7 (0.77) and CD26 (0.82) in discriminating Sezary cells from reactive CD4+ T cells. Our results closely mirrored those obtained by exhaustive expert analysis for event classification (positive percent agreement = 100%, negative percent agreement = 99%) and Sezary cell quantitation (regression slope = 1.003, R squared = 0.9996). We demonstrate the potential of machine learning to simplify the accurate identification of Sezary cells.

Sensitivity of stubby root nematodes (Trichodorus and Paratrichodorus spp.) to isothiocyanates associated with Brassicaceae in an in vitro assay

Summary Brassicas contain glucosinolates (GSLs), which are converted into different isothiocyanates (ITCs) that possess biocidal activity. These different ITCs result in a range of toxicities to various target species. Laboratory assays were conducted to evaluate the sensitivity of stubby root nematodes (SRN), Trichodorus and Paratrichodorus spp., to three pure, commercially available ITCs, i.e., 2-phenylethyl (PEITC), allyl (AITC) and sulforaphane (SITC) at different concentrations (1.625, 3.125, 6.25, 12.5, 25 and 50 μg ml−1). The effect on nematode mobility was assessed after 24, 48 and 72 h. Mortality of SRN was assessed after 48 h incubation of the nematodes in distilled water post ITC treatment. Mortality for all ITCs at all tested concentrations was significantly higher than the controls, distilled water and 1% DMSO. Concentration and type of ITC had a significant effect on SRN mobility and mortality, whilst increase in exposure time did not significantly increase the immobility of SRN. The average 24 h ED50 (dose that resulted in 50% immobility) for SRN were 7, 5 and 44 μg ml−1, and the average LD50 (dose that resulted in 50% mortality) after 48 h recovery in distilled water was 7, 11 and 24.3 μg ml−1 for PEITC, AITC and SITC, respectively. SITC was significantly less potent compared to PEITC and AITC, which had LD50 values that were four times and two times lower, respectively. These results indicate the potential use of brassica associated with the tested ITC in the process of biofumigation for SRN suppression.

P23 Benchmarking voriconazole therapeutic drug monitoring in adults and paediatrics

Abstract Background Voriconazole is the first-line agent for invasive aspergillosis and microbiology approved fungal infections. Voriconazole acts as both a substrate/inhibitor of several hepatic cytochrome P450 enzymes and demonstrates non-linear kinetics due to metabolism saturation. Inter-individual variability of voriconazole pharmacokinetics is high.1 Therapeutic drug monitoring (TDM) of trough plasma levels can mitigate treatment failure/toxicity. A therapeutic index between 1 and 5.5 mg/L is aimed for.1 An online protocol directs IV/oral dosing in line with British National Formulary guidance. An audit was conducted to benchmark protocol compliance. Standards Total compliance to the following standards was investigated for all voriconazole prescriptions: (i) suitable indication; (ii) documented stop or review date; (iii) protocol prescribed loading and maintenance dose; (iv) dose adjustment for non-therapeutic voriconazole trough level; and (v) trough sampling between 4 and 7 days since initiation. Methods Retrospective voriconazole dispensing data (April 2020–April 2022) was used to identify treated adult and paediatric patients. Correlating electronic prescribing and medicines administration (ePMA) system data was examined in line with standards. Patients receiving voriconazole prophylaxis or under 7 days total treatment were excluded from data collection. Descriptive statistics were used to describe patient characteristics and compliance with standards. Results In total, 47 patients (31 adults and 16 children) were identified. The IQR of age was 48 years. Total compliance was obtained to standard (ii) only. Overall, 94% of patients’ prescriptions possessed an appropriate indication and 6% were clinically appropriate with unclear documented indications. A total of 66% received protocol directed loading and maintenance doses, 6% were prescribed appropriate loading doses, without maintenance doses, and 28% received an inappropriate loading/maintenance dose. Within 4 to 7 days since treatment initiation, 55% had therapeutic trough levels; 27% had supratherapeutic levels, but only 33% of doses were reduced, whereas when subtherapeutic trough levels were encountered in 18% of cases, 75% of doses were increased. Overall, 47% had plasma trough levels taken within the recommended period; 30% did not have a trough level ordered, whilst the remaining 23% had sampling taken before 4 days or after 7 days. Conclusions Person and system interventions are required to improve pre-/post-prescription standards. Prescriber education focusing on indication documentation and recent patient body weight for dosing is required. Whereas an ePMA prescribing package incorporating protocol guidance, consecutive loading and maintenance doses, plus trough sampling orders should be trialled. Protocol integrated instructions on dosing adjustment as done for other TDM drugs should be explored. Occasional nursing omissions of both 12-hourly loading doses on Day 1 of treatment should be addressed with practice educators. Reliance on an external laboratory and third party to communicate trough sample results was associated with delays. This should be investigated further as a cause of dose adjustment issues. ePMA availability of samples, direct laboratory communication with prescribers/pharmacists and investigations into cost-effectiveness of internal laboratory assays should be considered. Interventions should be agreed with stakeholders and reaudit occur. Earlier sampling and dosing practices better representing local the patient population could be investigated further as part of an antimicrobial stewardship improvement project.

Comparative Study of Cerebral Volumetric Variations in Patients with Schizophrenia with their Unaffected First-degree Relatives, using Magnetic Resonance Imaging Technique, a Case-control Study

Background and purpose: Schizophrenia (SZH) is a chronic mental disorder affecting the individuals` thoughts, perceptions, emotions, and behaviors. People with SZH may experience a wide range of positive, negative, and cognitive symptoms. Since there are no laboratory assays for definite SZH diagnosis, the authors aimed to identify the cerebral volumetric variations in SZH patients with the most prevalent positive symptoms as a diagnostic tool. This study selected 15 SZH patients displaying the most prevalent positive symptoms based on the Diagnostic and Statistical Manual of Mental Disorders (DSM-5) criteria. Assessment tools included the Mini-Mental State Examination (MMSE) for cognitive impairment, the Positive and Negative Syndrome Scale (PANSS) for symptom evaluation, and the Wechsler Intelligence Scale (WIS) for intelligence assessment. Additionally, 15 Healthy Controls (HC) without cerebral pathologies were recruited. T1w MRI images underwent analysis using Freesurfer software. Data analysis employed Mann-Whitney U and χ² tests, considering p < 0.05 as significant. Results: SZH and HC groups showed no significant differences in age and gender. However, significant (p < 0.05) alterations in Gray Matter (GM) volume were observed in SZH patients compared to HC. In the right hemisphere, several regions exhibited volume reduction, including the Fusiform sulcus, Rostral middle frontal gyrus, isthmus cingulate, Frontal pole, Middle temporal gyrus, Lateral occipital gyrus, and Inferior Parietal gyrus. Notably, the Precentral sulcus and Postcentral gyrus demonstrated volume acceleration. Similarly, in the left hemisphere, various regions showed volume reduction while the Paracentral gyrus indicated volume acceleration, all significant (p < 0.05). Conclusion: SZH patients display significant volumetric brain changes, indicating potential for future diagnostic procedures in SZH.

Flow cytometry vs conventional methods for the evaluation of anti-PF4/heparin antibodies:a single center study.

Aim: Heparin-induced thrombocytopenia (HIT) is a rare, life-threatening, immune-mediated adverse effect of heparin administration. This study compares frequently used laboratory assays in terms of their effectiveness in HIT diagnosis.Materials & methods: Fifty patients with suspected HIT were tested by gel immunoassay and solid phase PF4/heparin antibody ELISA. On positive results, platelet activation markers P-selectin and Annexin V were assayed using flow cytometry.Results: Thirty/50 patients were negative for both immunoassays. Flow cytometry was performed in the 20 immunoassay positive patients. Platelet activation was observed in 7/20 in the presence of low heparin concentration (0.2IU/ml).Conclusion: The results are in accordance with the currently available literature and flow cytometry seems a promising alternative in HIT laboratory investigation.

Hybrid O3/UV/Fe process using rebar flakes waste for removal of congo red dye in wastewater

In Indonesia, textile is one of the labour-intensive industries that makes an important contribution to the national economy sectors. This industry tends to develop rapidly to meet domestic and export needs. This phenomenon increases wastewater generation from the textile industry. Textile wastewater contains dyes that are designed to be durable to resist sunlight and washing process. These properties pose a challenge to the treatment of dye wastewater. The complex structure of dye molecules is generally difficult to degrade by conventional biological processes, while the physical-chemical precipitation process will generate hazardous sludge. Therefore, alternative treatment processes for dye removal are urgently required. In this work, ozonation (O3), ozone and ultraviolet (O3/UV), and catalytic ozone coupling with ultraviolet (O3/UV/Fe) processes were tested for decolourisation of synthetic Congo red dye wastewater. Laboratory assays were carried out under various operating conditions: pH (3-7); ozonation mode (continuous, sequential); and catalyst dose (0.5-2 g/L). Ozonation in sequential mode and the utilisation of rebar flake waste from building construction project as iron catalyst presents a degree of novelty in this work. Congo red decolourisation up to 97% was achieved in less than one-hour of reaction by the continuous O3 process. Mineralisation in terms of COD reduction (50%) can be increased by either performing ozonation in sequential mode (79%) and coupling with UV irradiation (86%). Nevertheless, the effect of the iron catalyst was found to be negligible.

Development of Rice Mutants with Enhanced Resilience to Drought Stress and Their Evaluation by Lab Assay, Field, and Multivariate Analysis.

Drought is one of the foremost devastating abiotic stresses reported for rice crops. To improve the productivity of rice, diversity is being enlarged by induced mutation using a source of gamma rays. But this type of mutation rarely results in fruitful products because the chances of getting the desired mutant are very low. The present study aimed to evaluate the rice mutants against drought or osmotic stress. In this study, three experiments were conducted that comprised of seventy-one mutants originating from different doses of gamma rays (Cs137) along with parent RICF-160 and commercial variety (Kainat) were tested. In the first experiment, germination and seedling attributes were calculated under control and osmotic stress conditions created by using 16% (0.6 MPa) polyethylene glycol (PEG-6000). Results revealed that all the mutants exhibited significant (p < 0.01) responses to PEG-induced osmotic stress. Principal component biplot analysis (PCBA) revealed the first seventeen cumulative PCs with eigenvalues >1 contributed 88%. It was noted that the germination percentage (GP), germination rate (GR), coefficient velocity of germination (CVG), and seed vigor (SV) contributed maximum and positively in PC1. Results showed the highest germination percentage (GP) at 48 hrs in mutant NMSF-11 (88.9%) followed by NMSf-38 (73.3%). Similarly, the germination rate (GR) and coefficient velocity of germination (CVG) were measured highest in NMSF-11 (9.7 and 118.1%), respectively. In stress conditions, the mutants NMSF-35 and NMSF-36 depicted the highest GP, GR, and CVG. The maximum seed vigor (SV), shoot length (SL), root length (RL), and fresh weight (FW) were observed in mutants NMSF-50 and NMSF-51 under both conditions, whereas the mutants NMSF-59, NMSF-60, NMSF-64, and NMSF-67 showed lower values for SV, SL, RL, and FW. In the second experiment, a field trial was conducted at the Nuclear Institute for Agriculture and Biology (NIAB), Faisalabad, in two control and stress sets. A bit different trend was observed among all mutants for agronomic parameters under both conditions. In the third experiment, biochemical profiling was done in Marker Assisted Breeding (MAB) Lab-1, Plant Breeding and Genetics Division. A significant variation was seen in enzymatic antioxidants and chlorophyll content in both control and stress conditions. Under control conditions, the ascorbate peroxidase (APX) content was observed higher in mutant NMSF-49 (106.07 Units/g. f. wt.). In comparison with the stress, the ascorbate peroxidase activity was higher in NMSF-41 (82.34 Units/g. f. wt.). Catalase (CAT) activity was observed maximum in NMSF-29 (17.54 Units/g. f. wt.) and NMSF-40 (14.17 Units/g. f. wt.) under control and stress conditions, respectively. Peroxidase (POD) activity was observed maximum in NMSF-51 (22.55 Units/g. f. wt. and 10.84 Units/g. f. wt.) under control and stress conditions, respectively. In conclusion, to fit in the changing climate conditions for resilient rice crop production, the promising mutant lines may be used to transfer the desirable drought-tolerant/drought-resistant genes in rice germplasm.

Anti-C1q antibodies: a biomarker for diagnosis and management of lupus nephritis. A narrative review.

Nephritis is a frequent and severe complication of Systemic Lupus Erythematous (SLE). The clinical course of lupus nephritis (LN) is usually characterized by alternating phases of remission and exacerbation. Flares of LN can lead to deterioration of kidney function, necessitating timely diagnosis and therapy. The presence of autoantibodies against C1q (anti-C1qAb) in the sera of SLE patients has been reported in various studies. Some research suggests that the presence and changes in the titer of anti-C1qAb may be associated with the development of LN, as well as with LN activity and renal flares. However, theexact role of anti-C1qAb in LN remains a subject of debate. Despite variability in the results of published studies, anti-C1qAb hold promise as noninvasive markers for assessing LN activity in SLE patients. Measuring anti-C1qAb levels could aid in diagnosing and managing LN during periods of both inactive disease and renal flares. Nevertheless, larger controlled trials with standardized laboratory assays are necessary to further establish the utility of anti-C1qAb in predicting the reactivation and remission of LN and guiding treatment strategies.

RNASeq Analysis for Accurate Identification of Fusion Partners in Tumor Specific Translocations Detected by Standard FISH Probes in Hematologic Malignancies.

Fluorescence labeled DNA probes and in situ hybridization methods had shorter turn round time for results revolutionized their clinical application. Signals obtained from these probes are highly specific, yet they can produce fusion signals not necessarily representing fusion of actual genes due to other genes included in the probe design. In this study we evaluated discordance between cytogenetic, FISH and RNAseq results in 3 different patients with hematologic malignancies and illustrated the need to perform next generation sequencing (NGS) or RNASeq to accurately interpret FISH results. Bone marrow or peripheral blood karyotypes and FISH were performed to detect recurring translocations associated with hematologic malignancies in clinical samples routinely referred to our clinical cytogenetics laboratory. When required, NGS was performed on DNA and RNA libraries to detect somatic alterations and gene fusions in some of these specimens. Discordance in results between these methods is further evaluated. For a patient with plasma cell leukemia standard FGFR3 / IGH dual fusion FISH assay detected fusion that was interpreted as FGFR3-positive leukemia, whereas NGS/RNASeq detected NSD2::IGH. For a pediatric acute lymphoblastic leukemia patient, a genetic diagnosis of PDGFRB-positive ALL was rendered because the PDGFRB break-apart probe detected clonal rearrangement, whereas NGS detected MEF2D::CSF1R. A MYC-positive B-prolymphocytic leukemia was rendered for another patient with a cytogenetically identified t(8;14) and MYC::IGH by FISH, whereas NGS detected a novel PVT1::RCOR1 not previously reported. These are 3 cases in a series of several other concordant results, nevertheless, elucidate limitations when interpreting FISH results in clinical applications, particularly when other genes are included in probe design. In addition, when the observed FISH signals are atypical, this study illustrates the necessity to perform complementary laboratory assays, such as NGS and/or RNASeq, to accurately identify fusion genes in tumorigenic translocations.

Active defense strategies for invasive plants may alter the distribution pattern of pests in the invaded area.

In the invaded areas, it is believed that invasive species reduce their investment in defense due to the absence of natural enemies. By field investigation and a series of laboratory assays, This study explored the defense strategies of invasive plants. Field investigation indicated that invasive plants have a antifeedant effect on herbivorous pests, and the distribution frequency of wormholes of native plants shows a peak at a distance of 2-3 m from the invasive species. The feeding preference experiment conducted with two generalist herbivorous insects (native insect Spodoptera litura and invasive insect Spodoptera frugiperda) showed that the invasive plants have a stronger antifeedant effect than native plants. By analyzing the content of secondary metabolites in the leaves of three invasive plants (Sphagneticola trilobata, Mikania micrantha, Ipomoea cairica) and three native plants (Ipomoea nil, Paederia foetida, Polygonum chinense), the leaves of invasive plants had higher concentrations of substances associated with defenses, including total phenols, flavonoids, jasmonic acid, tannin, H2O2, and total antioxidant capacity (TAC), and lower soluble protein concentrations than native plants. After leaf damage, compared to native plants, the leaves of invasive plants showed an overall increase in substances associated with defense, except for soluble sugar. These results suggest that invasive plants maintain active defense strategies in invaded areas, leading to changes in the distribution patterns of herbivorous insects in a manner that facilitates invasion.

IMMUNE THROMBOCYTOPENIC PURPURA: A HAEMATOLOGICAL DISORDER

Immune (idiopathic) thrombocytopenic purpura (ITP) is an autoantibody-mediated condition characterised by an unusually low level of platelets in the bloodstream. When thrombopoiesis was not occurring quickly enough to counteract the increased rate of platelet destruction, rapid antibody-mediated platelet destruction was initially thought to be the cause of ITP. However, recent research has concentrated on the creation of therapies that boost platelet production as it has emerged that insufficient or inadequate platelet production is also a factor in low platelet counts. ITP can be acute or chronic and affects both children and adults. Because the clinical manifestation of ITP can differ greatly from patient to patient, a thorough assessment of the signs and symptoms must be done in order to manage and treat ITP effectively. Due to the lack of data on clinical and laboratory characteristics, the diagnostic method for ITP now relies heavily on a process of exclusion. Obtaining the patient's medical history and conducting a physical examination are common diagnostic techniques used on both children and adults. Patients with suspected ITP have standard laboratory tests, such as a complete blood count and a peripheral blood smear. With various levels of success, a number of specialised laboratory assays have been created. There is still room to streamline and enhance the diagnostic procedure for detecting ITP.

Interpretable Prediction Modeling for Froth Flotation via Stacked Graph Convolutional Network

Real-time prediction of key quality variables based on data-driven soft sensor modeling is an important way to monitor flotation status and product quality in the froth flotation process. However, the existing data-driven methods have limitations in terms of nonlinear feature extraction and interpretability. In addition, the prevalent correlations between process variables can help improve the model interpretability and feature extraction of the model, but there are still challenges in exploring the potential correlations between process variables due to the complexity of the industrial process mechanism and the presence of high noise in process data. These relationships can be abstracted as edges between nodes in a graph representation. To fully explore the deep process-related structural features of data, a novel stacked graph convolutional network (S-GCN) is proposed. First, S-GCN aggregates the features of neighboring nodes by an adaptive adjacency matrix to achieve the extraction of structural features among process variables. Then, the labeled quality variable data detected by laboratory assay analysis are utilized to pre-train the network layer by layer to obtain better initial parameters and adjacency matrices for quality prediction. Finally, the prediction model is constructed based on the learned parameters to explore the interpretability of model and perform prediction tasks. Experimental results on real industrial potassium chloride froth flotation process data show a significant improvement in the prediction accuracy and interpretability of the proposed method.

Evaluation of the Ecotoxicology of Seaweed-Based Biopesticide Used in Combat of the Polyphagous Pest Using Eudrilus eugeniae Kinb.

Fundamental techniques for determining the toxicity of pesticides to soil organisms are ecotoxicological laboratory assays. Due to their expanding potential and rise in use as a sustainable agricultural strategy toward the biological pest management, we quantified the effects of the compounds from the active fraction of the green seaweed Chaetomorpha antennina (Chlorophyceae), which is found in abundance in coastal areas of India that was used for the control of the polyphagous lepidopteran Spodoptera litura. Since the seaweed compounds were able to affect the morphology, physiology, and biochemical aspects of the pest, it is essential to perform an ecotoxicological assessment against the bioindicator organism Eudrilus eugeniae Kinb. This comprehensive assessment includes a morphological assay as well as the possible effects of the compounds on the earthworm's physiological and biochemical aspects such as acetylcholinesterase, catalase, and superoxide dismutase enzyme activities. The benignity of the compounds should also be confirmed by analyzing the gut histology of the earthworms treated with the compounds.

Effectiveness of various nematode-trapping fungi for biocontrol of the Meloidogyne incognita in tomato (Lycopersicion esculentum Mill.)

The nine promising species of nematode-trapping fungi namely Dr. dactyloides, Dr. brochopaga, Da. gephyropaga, Da. phymatopaga, A. eudermata, A. oligospora, A. conoides, A. thaumasia and A. musiformis were isolated from the root-knots rhizosphere to compare their, in vitro nematode trapping ability against Meloidogyne incognita, ability to form conidial traps close to nematode infested soils and their effectiveness in reducing on M. incognita infection indices on tomato. The laboratory assays of nematophagous efficacy of nine nematode-trapping fungi against M. incognita revealed that Dr. dactyloides, Dr. brochopaga, D. gephyropaga and Da. phymatopaga seemed to be the most effective, with 73.2–99.8% trapping and killing of juveniles within 5 days of nematode and fungal interface. Conidial trap forming ability of different species of nematode-trapping fungi showed that Dr. dactyloides, Dr. brochopaga formed frequent formation of conidial traps without intermediate germ tubes whereas Da. phymatopaga and Da. gephyropaga formed adhesive traps on spore germ tubes in close vicinity of root-knot nematode infested soils and killed the nematode present on the agar discs. A. eudermata, A. oligospora, A. conoides, A. thaumasia and A. musiformis frequently germinated by germ tubes in soil and occasionally formed fewer traps. The pot experiment results showed that Dr. brochopaga and Dr. dactyloides, which dominantly formed conidial traps without an intermediate mycelial phase caused the highest decrease in the number of roots-knots (67.2–70.4%), females (80.5–85.8%) and eggs and juveniles (84.9–88.8%) of M. incognita followed by Da. gephyropaga and Da. phymatopaga which formed traps on conidial germ lings and mycelium. A. eudermata, A. oligospora, A. conoides, A. thaumasia and A. musiformis which formed poor conidial traps caused a moderate decrease in the number of root-knots (45.3–53.4%), females (55.5–61.1%), eggs and juveniles (52.9–60.1%) of M. incognita in comparison to control. This paper analyses the effective biocontrol of M. incognita by using different nematode-trapping fungi, especially conidial traps forming fungi and the fate of application of these species in the RKN-infested soil for management of M. ingocnita.