Integrated web portal for non-destructive salt sensitivity detection of Camelina sativa seeds using fluorescent and visible light images coupled with machine learning algorithms.

Climate change has created unprecedented stresses in the agricultural sector, driving the necessity of adapting agricultural practices and developing novel solutions to the food crisis. Camelina sativa (Camelina) is a recently emerging oilseed crop with high nutrient-density and economic potential. Camelina seeds are rich in essential fatty acids and contain potent antioxidants required to maintain a healthy diet. Camelina seeds are equally amenable to economic applications such as jet fuel, biodiesel and high-value industrial lubricants due to their favorable proportions of unsaturated fatty acids. High soil salinity is one of the major abiotic stresses threatening the yield and usability of such crops. A promising mitigation strategy is automated, non-destructive, image-based phenotyping to assess seed quality in the food manufacturing process. In this study, we evaluate the effectiveness of image-based phenotyping on fluorescent and visible light images to quantify and qualify Camelina seeds. We developed a user-friendly web portal called SeedML that can uncover key morpho-colorimetric features to accurately identify Camelina seeds coming from plants grown in high salt conditions using a phenomics platform equipped with fluorescent and visible light cameras. This portal may be used to enhance quality control, identify stress markers and observe yield trends relevant to the agricultural sector in a high throughput manner. Findings of this work may positively contribute to similar research in the context of the climate crisis, while supporting the implementation of new quality controls tools in the agri-food domain.

Protein S-glutathionylation decreases superoxide/hydrogen peroxide production xanthine oxidoreductase.

Our group has found that protein S-glutathionylation serves as an important feedback inhibitor for superoxide (O2●-)/hydrogen peroxide (H2O2) production by several mitochondrial dehydrogenases. Since cytoplasmic oxidases can also serve as important reactive oxygen species (ROS) sources, we hypothesized that glutathionylation can also inhibit O2●-/H2O2 by these enzymes. We first focused our attention on using a purified xanthine oxidase (XO) of bacterial origin to discern if glutathionylation can shut down ROS production by this enzyme. Incubating XO in glutathione disulfide (GSSG) at a final concentration of 1 mM did not significantly alter ROS production. Additionally, incubating samples in up to 10 mM GSSG increased ROS production. However, diamide and disulfiram titrations in the presence of 1 mM GSH revealed that both glutathionylation catalysts were able to abolish O2●-/H2O2 by XO. Exposure of XO to glutaredoxin-1 (GRX1) and GSSG did not alter the rate of O2●-/H2O2 production. However, incubation with GSH and purified glutathione S-transferase (GST) almost abolished ROS production by XO. Similar results were collected with rat liver cytoplasm. Indeed, diamide and disulfiram significantly decreased ROS production by xanthine oxidoreductase (XOR). Additionally, incubating the cytoplasm in GSH and GST led to a significant decrease in XOR activity. Immunoblot analyses revealed that immunoreactive bands corresponding to XOR were glutathionylated by diamide. Collectively, our findings demonstrate for the first time that cytoplasmic ROS sources, such as XOR, can also be inhibited by glutathionylation and these reactions are enzymatically mediated by GST. Additionally, we found that bacterial XO is also a target for glutathionylation.

Improving global monitoring of vaccine safety: a survey of national centres participating in the WHO Programme for International Drug Monitoring.

BACKGROUND: The WHO Programme for International Drug Monitoring (PIDM) was established in 1968 following the thalidomide disaster. The PIDM has had considerable success in analyzing drug-related adverse event reports, but more limited progress has been made in analyzing vaccine-related reports. In June 2005, the Global Advisory Committee on Vaccine Safety, acknowledging these limitations, called for a global consultation to address the need for improved monitoring and analysis of vaccine-related adverse event reports on an international level. OBJECTIVE: In preparation for this consultation and as part of a larger study designed to evaluate the PIDM, a survey of the National Pharmacovigilance Centres of all 76 countries participating in the PIDM at the time the survey was conducted. RESULTS: Thirty-six countries (47%) responded. Of the 36 responding countries, 16 (44%) reported having a separate surveillance system for adverse events following immunizations (AEFIs) and 30 (83%) reported forwarding AEFI reports to the PIDM. Seven of the 36 countries (19%) indicated that one or more population subgroups are systematically excluded from their country's AEFI surveillance system. Five of the seven countries exclude reports concerning recipients of travellers' vaccines; three exclude recipients of vaccines administered by private physicians outside the national immunization programme and supply scheme; and five exclude reports from the military sector. Only half of the respondents knew of the Brighton Collaboration, a major international initiative aimed at the standardization of AEFI definitions. CONCLUSION: The survey identified critical elements that should be addressed quickly to improve global vaccine safety monitoring. Communication between national adverse drug reaction and AEFI surveillance authorities, ability to pay for advancing technology in developing countries, and proper use of services and terminologies are issues of concern.

Improving global monitoring of vaccine safety: a quantitative analysis of adverse event reports in the WHO Adverse Reactions Database.

The World Health Organization (WHO) Programme for International Drug Monitoring (PIDM) was initially developed for chemical rather than biological products. The PIDM made considerable achievements in analysing drug-related adverse event reports, progress was more limited for vaccine-related reports. In 2005, the Global Advisory Committee on Vaccine Safety, called for a global consultation to address the need for improved monitoring and analysis of vaccine-related adverse event reports on an international level. In preparation for this consultation, the WHO Adverse Reactions Database was quantitatively assessed and results of this analysis are presented in this paper. Three countries contributed 82% of vaccine-related reports in the database. The mean difference between onset date and report date was 2.4 years. Several issues of concern were identified, such as the fact that many member countries do not forward any or all reports of adverse events following immunization to the PIDM, and the poor timeliness and regularity of reporting, which could prevent timely generation of safety signals.

Effect of a nurse team coordinator on outcomes for hospitalized medicine patients.

PURPOSE: Several randomized trials have found that discharge planning improves outcomes for hospitalized patients. We do not know if adding a clinical nurse specialist (CNS) to physician teams in hospitals that already have discharge planning services makes a difference. METHODS: In 2 teaching hospitals, patients were randomly assigned to regular hospital care or care with a clinical nurse specialist. The clinical nurse specialist facilitated hospital care by retrieving preadmission information, arranging in-hospital consultations and investigations, organizing postdischarge follow-up visits, and checking up on patients postdischarge with a telephone call. In-hospital outcomes included mortality and length of stay. Postdischarge outcomes included time to readmission or death, patient satisfaction, and the risk of adverse event. Adverse events were poor outcomes due to medical care rather than the natural history of disease. RESULTS: A total of 620 sequential patients were randomized (CNS n = 307, control n = 313), of which 361 were followed after discharge from hospital (CNS n = 175, control n = 186). The groups were similar for the probability of in-hospital death (CNS 9.3% vs control 9.7%) or being discharged to the community (58.0% vs 60.0%). The groups did not differ for postdischarge outcomes including readmission or death (21.6% vs 15.6%; P = 0.16) or risk of adverse event (23.6% vs 22.8%). Mean [SD] patient ratings of overall quality of care on a scale of 10 was higher in the clinical nurse specialist group (8.2 [2.2] vs 7.6 [2.4]; P = 0.052). CONCLUSION: The addition of a clinical nurse specialist to a medical team improved patient satisfaction but did not impact hospital efficiency or patient safety.

Use of a telephone nursing line in a pediatric neurology clinic: one approach to the shortage of subspecialists.

OBJECTIVE: There are not enough pediatric neurologists to meet the many needs of pediatric neurology patients. The Hospital for Sick Children has responded by expanding the nursing role in the pediatric neurology outpatient clinic. The objective of this study was to examine the use of a telephone nursing line in this hospital-based pediatric neurology clinic. METHODS: A cross-sectional study was performed on all telephone call records collected during a 2-week study period. Each initial incoming call concerning a patient was counted as an index call. Associations between clinic type or diagnosis and length of telephone calls were assessed using the chi(2) test. RESULTS: A total of 208 index calls were received, generating a total of 597 incoming and outgoing calls. The most common clinic types were Epilepsy clinic (35.6%) and General Neurology clinic (32.7%), and the most common patient diagnoses were epilepsy (63.5%) and developmental delay (45.2%). Most patients were between the ages of 1 and <7 years (33.9%) and 12 and <18 years (32.8%) and male (55.2%). Most calls were made by mothers (57.2%) to ask about medical administrative issues (28.4%) and/or symptoms (27.9%). Physicians were notified for 47.1% of calls; nurses were twice as likely to notify physicians for calls concerning new symptoms (relative risk: 2.1; 95% confidence interval: 1.6-2.7). Most calls required between 1 and 5 minutes (49.0%). Long telephone calls (>10 minutes) were strongly associated with a diagnosis of epilepsy. CONCLUSIONS: There is a high demand for the neurology nursing line in our clinic. Most telephone calls and most long telephone calls concerned patients with epilepsy. Nurses managed more than half of all telephone calls without physician assistance. Use of a nursing line can aid in the provision of care to complicated subspecialty patients. Additional strategies are needed to optimize delivery of care to high-need medical populations.