Federated Learning Survival Model and Potential Radiotherapy Decision Support Impact Assessment for Non-small Cell Lung Cancer Using Real-World Data

AIMS

The objective of this study was to develop a two-year overall survival model for inoperable stage I-III non-small cell lung cancer (NSCLC) patients using routine radiation oncology data over a federated (distributed) learning network and evaluate the potential of decision support for curative versus palliative radiotherapy.

METHODS

A federated infrastructure of data extraction, de-identification, standardisation, image analysis, and modelling was installed for seven clinics to obtain clinical and imaging features and survival information for patients treated in 2011-2019. A logistic regression model was trained for the 2011-2016 curative patient cohort and validated for the 2017-2019 cohort. Features were selected with univariate and model-based analysis and optimised using bootstrapping. System performance was assessed by the receiver operating characteristic (ROC) and corresponding area under curve (AUC), C-index, calibration metrics and Kaplan-Meier survival curves, with risk groups defined by model probability quartiles. Decision support was evaluated using a case-control analysis using propensity matching between treatment groups.

RESULTS

1655 patient datasets were included. The overall model AUC was 0.68. Fifty-eight percent of patients treated with palliative radiotherapy had a low-to-moderate risk prediction according to the model, with survival times not significantly different (p = 0.87 and 0.061) from patients treated with curative radiotherapy classified as high-risk by the model. When survival was simulated by risk group and model-indicated treatment, there was an estimated 11% increase in survival rate at two years (p < 0.01).

CONCLUSION

Federated learning over multiple institution data can be used to develop and validate decision support systems for lung cancer while quantifying the potential impact of their use in practice. This paves the way for personalised medicine, where decisions can be based more closely on individual patient details from routine care.

When not hitting your sales target is 'the end of the world': Examining the effects of rational emotive behaviour therapy on the irrational beliefs and emotional reactivity of UK-based sales professionals

Against the backdrop of the COVID-19 pandemic, workplace wellbeing is a key priority for employers. Severe market and health conditions continue to bring inevitable problems that could be reduced with the application of psychological interventions to prevent mental and physical health issues, making this study a highly pertinent and valuable contribution to the field. This paper reports the effects of a rational emotive behaviour therapy (REBT) programme on the irrational beliefs and emotional reactivity of 56 office-based sales professionals located in the northwest region of the UK. A pre-test, post-test experimental design was utilised, and a mixed model ANOVA (repeated measures) was adopted to assess changes in mean differences concerning irrational beliefs and emotional reactivity at pre and post-test stages for the intervention group, in comparison to a control group. Results indicate that those in the REBT group reported significant reductions in irrational beliefs and emotional reactivity, whilst those in the control group reported no such changes. It is recommended that future research studies consider utilizing a mixed methods design and focus on a strategic collaboration of organisational and individual level interventions for improving the psychological wellbeing and performance of sales personnel.

Multiple Sclerosis-Associated Gut Microbiome in the Israeli Diverse Populations: Associations with Ethnicity, Gender, Disability Status, Vitamin D Levels, and Mediterranean Diet

Microbiome dysbiosis is increasingly being recognized as implicated in immune-mediated disorders including multiple sclerosis (MS). The microbiome is modulated by genetic and environmental factors including lifestyle, diet, and drug intake. This study aimed to characterize the MS-associated gut microbiome in the Israeli populations and to identify associations with demographic, dietary, and clinical features. The microbiota from 57 treatment-naive patients with MS (PwMS) and 43 age- and gender-matched healthy controls (HCs) was sequenced and abundance compared. Associations between differential microbes with demographic or clinical characteristics, as well as diet and nutrient intake, were assessed. While there was no difference in α- or β-diversity of the microbiome, we identified 40 microbes from different taxonomic levels that differ in abundance between PwMS and HCs, including Barnesiella, Collinsella, Egerthella, Mitsuokella, Olsenella Romboutsia, and Succinivibrio, all enhanced in PwMS, while several members of Lacnospira were reduced. Additional MS-differential microbes specific to ethnicity were identified. Several MS-specific microbial patterns were associated with gender, vitamin D level, Mediterranean diet, nutrient intake, or disability status. Thus, PwMS have altered microbiota composition, with distinctive patterns related to geographic locations and population. Microbiome dysbiosis seem to be implicated in disease progression, gender-related differences, and vitamin D-mediated immunological effects recognized in MS. Dietary interventions may be beneficial in restoring a "healthy microbiota" as part of applying comprehensive personalized therapeutic strategies for PwMS.

Using an Intervention Mapping Approach to Improve Adherence to Disease-Modifying Treatment in Multiple Sclerosis

BACKGROUND

Up to 50% of individuals with multiple sclerosis (MS) who are prescribed disease-modifying treatments (DMTs) do not take them as advised. Although many studies report on DMT adherence rate, few studies report on interventions involving individuals with MS. The current paper describes the development of an intervention aimed at improving adherence to DMTs among identified nonadherent individuals with MS.

METHODS

An intervention was developed using an Intervention Mapping approach, recommendations from reviews on medication adherence, and input from individuals with MS. Its content was determined by theories of health behavior (specifically, a perceptions and practicalities approach), empirical evidence collected among the specific target population (an observational "needs assessment" stage [n = 186]), and other studies.

RESULTS

A personalized intervention was tailored to the reasons for nonadherence, uncovered during the observational needs assessment stage, to be delivered sequentially by a neurologist and a psychologist. After the intervention objectives were identified, components of the intervention were set: psychoeducation and ways of coping with adverse effects; modification of unhelpful treatment beliefs (such modifications were found predictive of adherence in the observational phase of the study); improving confidence and self-efficacy; and developing strategies for remembering to take DMTs. These components were embedded within motivational interviewing.

CONCLUSIONS

Intervention Mapping was useful in developing an intervention grounded both in the theoretical approach of perceptions and practicalities and in empirical evidence from the literature and the target sample; concurrently, identifying determinants that the intervention did not address. The effectiveness of the intervention-which could potentially improve adherence among individuals with MS-needs to be examined.

Frequency-Dependent Squeezed Vacuum Source for the Advanced Virgo Gravitational-Wave Detector

In this Letter, we present the design and performance of the frequency-dependent squeezed vacuum source that will be used for the broadband quantum noise reduction of the Advanced Virgo Plus gravitational-wave detector in the upcoming observation run. The frequency-dependent squeezed field is generated by a phase rotation of a frequency-independent squeezed state through a 285 m long, high-finesse, near-detuned optical resonator. With about 8.5 dB of generated squeezing, up to 5.6 dB of quantum noise suppression has been measured at high frequency while close to the filter cavity resonance frequency, the intracavity losses limit this value to about 2 dB. Frequency-dependent squeezing is produced with a rotation frequency stability of about 6 Hz rms, which is maintained over the long term. The achieved results fulfill the frequency dependent squeezed vacuum source requirements for Advanced Virgo Plus. With the current squeezing source, considering also the estimated squeezing degradation induced by the interferometer, we expect a reduction of the quantum shot noise and radiation pressure noise of up to 4.5 dB and 2 dB, respectively.

Search for Subsolar-Mass Binaries in the First Half of Advanced LIGO's and Advanced Virgo's Third Observing Run

We report on a search for compact binary coalescences where at least one binary component has a mass between 0.2  M_{⊙} and 1.0  M_{⊙} in Advanced LIGO and Advanced Virgo data collected between 1 April 2019 1500 UTC and 1 October 2019 1500 UTC. We extend our previous analyses in two main ways: we include data from the Virgo detector and we allow for more unequal mass systems, with mass ratio q≥0.1. We do not report any gravitational-wave candidates. The most significant trigger has a false alarm rate of 0.14  yr^{-1}. This implies an upper limit on the merger rate of subsolar binaries in the range [220-24200]  Gpc^{-3} yr^{-1}, depending on the chirp mass of the binary. We use this upper limit to derive astrophysical constraints on two phenomenological models that could produce subsolar-mass compact objects. One is an isotropic distribution of equal-mass primordial black holes. Using this model, we find that the fraction of dark matter in primordial black holes in the mass range 0.2  M_{⊙}<m_{PBH}<1.0  M_{⊙} is f_{PBH}≡Ω_{PBH}/Ω_{DM}≲6%. This improves existing constraints on primordial black hole abundance by a factor of ∼3. The other is a dissipative dark matter model, in which fermionic dark matter can collapse and form black holes. The upper limit on the fraction of dark matter black holes depends on the minimum mass of the black holes that can be formed: the most constraining result is obtained at M_{min}=1  M_{⊙}, where f_{DBH}≡Ω_{DBH}/Ω_{DM}≲0.003%. These are the first constraints placed on dissipative dark models by subsolar-mass analyses.

P-728 Prevalence of Infertility among women with Multiple Sclerosis compared to the general population of women matched for age

Study question

Is the prevalence of infertility among multiple sclerosis female patients higher compared to the general population?

Summary answer

The prevalence of infertility among women with multiple sclerosis is similar to the matched general population

What is known already

Multiple sclerosis (MS) is an autoimmune disease predominant in women (1:3 ratio) during childbearing years. Studies addressing the question of infertility among multiple sclerosis patients are inconclusive and whether fertility is impaired in this population is debatable.

Study design, size, duration

Data regarding multiple sclerosis diagnosis and treatment and data about infertility and ART treatments was collected for patients during childbearing years (18-45) between the years 2005 to 2020 from the health service computerized database.

Participants/materials, setting, methods

The prevalence of infertility among women with MS was analyzed and compared to healthy controls (1:5) matched for age. Association between multiple sclerosis and the different ART treatments: in vitro fertilization (IVF) versus controlled ovarian hyperstimulation (COH) were analyzed.

Main results and the role of chance

1,570 women with multiple sclerosis were compared to 7,851 healthy women matched for age. Mean age of both groups was 32 years old. The prevalence of infertility was 34.1% (534) in the MS population compared to 33.3% (2,601) in the matched general population (p = 0.4). 299 of the 536 MS patients were diagnosed with infertility after they were diagnosed with multiple sclerosis. The prevalence of the different ART treatments was similar between MS patients and healthy women matched for age: (IVF: 7.1% vs 7% p = 0.813 and COH: 5.7% vs 6% p = 0.6; respectively).

Limitations, reasons for caution

The major limitation of our study is its retrospective nature. Furthermore, we were not able to evaluate for confounding factors possibly contributing to postponed family planning.

Wider implications of the findings

To date this is the largest study evaluating the prevalence of infertility and ART treatment among MS patients during childbearing years. Our findings may reassure patients with MS that their risk for infertility and need for ART treatments is comparable to the health general population.

Trial registration number

not applicable

AB0209 PHYSICIAN TRUST RATHER THAN RHEUMATOID ARTHRITIS KNOWLEDGE RELEVANT IN DISEASE OUTCOMES IN ETHNIC MINORITY PATIENTS WITH RHEUMATOID ARTHRITIS

Background

Ethnic minority (EM) patients with Rheumatoid Arthritis (RA) have more severe disease, more disability, and less use of biologic disease modifying anti-rheumatic drugs (bDMARDs). A Treat to target (T2T) strategy has been recommended to improve clinical outcomes but barriers include patient preference, access to specialty care and increased administrative effort. Additionally, EM patients in the US often have low health literacy, express greater reluctance to accept physician recommendations, in part due to sociocultural preference and mistrust of a historically biased healthcare system. It is unknown whether improving knowledge of RA would improve T2T outcomes in EM active RA patients.

Objectives

To assess the proportion of EM RA patients who achieve low disease activity or remission following implementation of a coordinator-based education program highlighting T2T RA strategy.

Methods

Adult participants with active RA (RAPID3>6 or CDAI > 10) were invited to participate in a series of five one-on-one 20-minute educational sessions, co-occurring with scheduled routine clinic visits (6 -12-week intervals). Sessions were facilitated by a rheumatology care coordinator, a non-healthcare professional with intensive training over 4 weeks to conduct RA patient education. Sociodemographic data was collected, and disease activity measures (TJC, SJC, RAPID3, CDAI) and validated patient questionnaires on RA Knowledge (ACREU), compliance (CQR5), and physician trust (Trust in Physician Scale) were recorded at baseline and after the final educational session. Descriptive statistics were applied and medians and ranges for instrument scores are reported. Paired T-test was used to test for significant differences in scores after the education sessions. Correlations between the ACREU scores and clinical-demographic variables were measured using Pearson’s correlation coefficient.

Results

20 EM patients (75% Female, mean age, 58.8 years (12.2) seen by EM physicians were enrolled, with mean RA disease duration of 7 years and poor prognosticators (75% double seropositivity). ACREU scores were low at baseline (mean 0.45 (0.16)), with no significant improvement on completion of educational sessions, and no correlation with years of education or duration of RA. There was a positive correlation between ACREU and compliance scores at baseline (r=0.3). Average duration of the education period was 9.72 months, with a 33% decrease in average RAPID3 over time, and 42% of patients achieving a target of remission or LDA. Trust in Physician scores were high at baseline and persisted with >50% of patients completing at least one medication change during study period.

Conclusion

RA knowledge did not impact RA patient outcomes in this cohort of EM patients. However, patients had high trust in their providers and achieved clinical remission or LDA despite risk for poor outcomes highlighting the importance of the provider- patient relationship in achieving targeted goals of therapy. Limitations include the small sample size from a single institution, and the lengthy time between initial and final assessment of RA knowledge.

References

[1]Lineker SC, Badley EM, Hughes EA, Bell MJ. Development of an instrument to measure knowledge in individuals with rheumatoid arthritis: the ACREU rheumatoid arthritis knowledge questionnaire. The Journal of rheumatology. 1997/04// 1997;24(4):647-653.

[2]Hughes LD, Done J, Young A. A 5 item version of the Compliance Questionnaire for Rheumatology (CQR5) successfully identifies low adherence to DMARDs. BMC Musculoskeletal Disorders. 2013-12-01 2013;14(1):286. doi:10.1186/1471-2474-14-286

[3]Anderson LA, Dedrick RF. Development of the Trust in Physician Scale: A Measure to Assess Interpersonal Trust in Patient-Physician Relationships. Psychological Reports. 1990-12-01 1990;67(3_suppl):1091-1100. doi:10.2466/pr0.1990.67.3f.1091

Acknowledgements

Sincere gratitude to our patients for their participation, and to the team at Bristol Myers Squibb for supporting this research initiative.

Disclosure of Interests

Sharon Dowell Speakers bureau: Horizon Pharma, Aurinia Pharmaceuticals Inc, Abbvie, Grant/research support from: Pfizer, Bristol Myers Squibb, Mercedes Quinones Speakers bureau: Abbvie, Sanofi Genzyme, Grant/research support from: Bristol Myers Squibb, Pfizer, Alani Miller: None declared, Oshoze Kadiri: None declared, Tahereh Jamshidi: None declared, Gail Kerr Speakers bureau: Aurinia Pharmaceuticals Inc, Consultant of: CSL Behring, Janssen, Pfizer, Samumed, UCB, Viela Bio/Horizon, Grant/research support from: Novartis

Humoral and Cellular Immune Responses to SARS-CoV-2 mRNA Vaccination in Patients with Multiple Sclerosis: An Israeli Multi-Center Experience Following 3 Vaccine Doses

Background

Immunomodulatory/immunosuppressive activity of multiple sclerosis (MS) disease modifying therapies (DMTs) might affect immune responses to SARS-CoV-2 exposure or vaccination in patients with MS (PwMS). We evaluated the effect of DMTs on humoral and cell-mediated immune responses to 2 and 3 vaccinations and the longevity of SARS-Cov-2 IgG levels in PwMS.

Methods

522 PwMS and 68 healthy controls vaccinated with BNT162b2-Pfizer mRNA vaccine against SARS-CoV-2, or recovering from COVID-19, were recruited in a nation-wide multi-center study. Blood was collected at 3 time-points: 2-16 weeks and ~6 months post 2nd vaccination and 1-16 weeks following 3rd vaccination. Serological responses were measured by quantifying IgG levels against the spike-receptor-binding-domain of SARS-CoV-2, and cellular responses (in a subgroup analysis) by quantifying IFNγ secretion in blood incubated with COVID-19 spike-antigen.

Results

75% PwMS were seropositive post 2nd or 3rd vaccination. IgG levels decreased by 82% within 6 months from vaccination (p<0.0001), but were boosted 10.3 fold by the 3rd vaccination (p<0.0001), and 1.8 fold compared to ≤3m post 2nd vaccination (p=0.025). Patients treated with most DMTs were seropositive post 2nd and 3rd vaccinations, however only 38% and 44% of ocrelizumab-treated patients and 54% and 46% of fingolimod-treated patients, respectively, were seropositive. Similarly, in COVID-19-recovered patients only 54% of ocrelizumab-treated, 75% of fingolimod-treated and 67% of cladribine-treated patients were seropositive. A time interval of ≥5 months between ocrelizumab infusion and vaccination was associated with higher IgG levels (p=0.039 post-2nd vaccination; p=0.036 post-3rd vaccination), and with higher proportions of seropositive patients. Most fingolimod- and ocrelizumab-treated patients responded similarly to 2nd and 3rd vaccination. IFNγ-T-cell responses were detected in 89% and 63% of PwMS post 2nd and 3rd vaccination, however in only 25% and 0% of fingolimod-treated patients, while in 100% and 86% of ocrelizumab-treated patients, respectively.

Conclusion

PwMS treated with most DMTs developed humoral and T-cell responses following 2 and 3 mRNA SARS-CoV-2 vaccinations. Fingolimod- or ocrelizumab-treated patients had diminished humoral responses, and fingolimod compromised the cellular responses, with no improvement after a 3rd booster. Vaccination following >5 months since ocrelizumab infusion was associated with better sero-positivity. These findings may contribute to the development of treatment-stratified vaccination guidelines for PwMS.

1411 Amoebic Colitis: Inaccurate Diagnosis; Inappropriate Surgery

Global prevalence of symptomatic Amoebiasis (pathogen Entamoeba histolytica) is approximately 50 million cases per year, with an annual mortality of up to 100,000. Despite this, a diagnosis of amoebiasis is rarely considered in the UK. Transmission is via the faeco-oral route, person-to-person contact or oral-anal sexual contact. The majority of cases diagnosed in the UK are in international travellers or immigrants.

Symptoms of amoebiasis can closely mirror those of Inflammatory Bowel Disease (IBD) resulting in diagnostic uncertainty. A misdiagnosis could result in treatment with corticosteroids, immunosuppressant or biological agents when standard treatment for amoebiasis is actually Metronidazole. In exceptional circumstances, a misdiagnosis of IBD may lead to a patient requiring colectomy and formation of end ileostomy due to an apparent failure of medical management. Emergency colonic surgery is associated with a risk of complications such as wound infections and collections, together with the psychological consequences of major illness and surgery.

We report on two patients who have undergone emergency subtotal colectomy and end ileostomy in whom a diagnosis of amoebic colitis was made on histology. Both British Asian patients were under 55 years of age, had a travel history to India and presented with diarrhoea.

The diagnosis of amoebiasis must be considered in the differential diagnosis for all returning travellers and immigrants who present with GI symptoms, consistent with IBD. A correct diagnosis allows appropriate, simple, curative treatment and avoids unnecessary surgery with its attendant morbidity. Polymerase chain reaction is the gold standard diagnostic test and is currently significantly under-utilised.

Abstract LB141: Assessment of natural killer (NK) cell activity for immunotherapy using a novel flow cytometry-based killing assay

Natural killer (NK) lymphocytes exhibit potent responses against transformed and pathogen-infected cells. NK cells can act rapidly as they monitor the bloodstream and tissues for tumorigenic and infected cells that lack “self” markers of MHC class I. Upon recognition of a foreign invader or tumor cell, NK cells release cytotoxic proteins such as interferon-gamma and granzyme B. Because of their ability to recognize stressed cells lacking “self” markers, human NK cells have shown promise as therapeutics in clinical trials to reduce disease burden in patients with therapy-resistant or advanced-stage blood cancers. With more than one hundred NK cell- and induced NK cell-based clinical trials ongoing for blood cancers and refractory solid tumors, there is an ever-increasing need for NK cell therapies to treat cancer and immune diseases. We sought to develop novel, clinically relevant, and robust methods for human NK cell expansion. In addition, to simplify the processing of cells for characterization, we developed a flow cytometry based killing assay to monitor NK activity. Therefore, within the same experiment, we can analyze NK cell phenotype profiles with specific antibody panels while also assessing NK cell killing activity. Using optimized serum- and xeno-free conditions with minimal cell manipulations, we have expanded highly purified NK cells up to 500-fold in 14 days from human peripheral blood mononuclear cells (PBMCs) using optimized cytokines and Cloudz CD2/NKp46 microspheres. To characterize the resulting NK cell population, we used a unique antibody panel to phenotype the NK cells by flow cytometry. Within the same experiment, NK killing assays against K562 cells can be performed using a flow cytometry-based killing assay, which has the advantage of using one instrument for all analyses, shortened processing times, and reproducibility. Using this workflow, we can identify different culture conditions that adversely affect NK activity. Together, this data presents a comprehensive and clinically relevant workflow for the expansion of highly purified NK cells and assessing their killing potential. Furthermore, this workflow can be used for screening the activity of chimeric antigen receptor (CAR) expressing immune cells against specific cancer antigens.

Citation Format: Jody Bonnevier, Christine Goetz, Li Peng, Jamie Van Etten, Bora Faulkner, Christopher Hammerbeck, Ariel Miller, Gabriella Perell, Christopher Johnson, Joseph Lomakin, David Hermanson, Kevin Flynn. Assessment of natural killer (NK) cell activity for immunotherapy using a novel flow cytometry-based killing assay [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr LB141.

Simultaneous orthogonal bipole mapping compared to conventional electrode configurations and impact on ablation strategies: results from a real world observational study

Funding Acknowledgements

Type of funding sources: Private company. Main funding source(s): Abbott

Background

3D mapping systems are pivotal to identify low voltage areas and to define ablation strategies. In this context, high-density multipolar mapping catheters with varying electrode configurations are used for accurate myocardial substrate definition. High density mapping using a grid shaped catheter allows for use of simultaneous analysis of adjacent orthogonal bipolar signals that may assist in more accurate substrate characterization and ablation strategy decisions.

Purpose

This was a prospective, multicenter observational study to characterize the utility of electroanatomical mapping with a high density grid-style mapping catheter (HD Grid) in subjects undergoing catheter ablation for persistent atrial fibrillation (PersAF) or ventricular tachycardia (VT) in real-world clinical settings.

Methods

Mapping was performed with the HD Grid catheter to generate high-density maps of cardiac chambers in order to assess the potential influence of the simultaneous orthogonal bipole configuration on PersAF and VT ablation strategies. Differences in substrate identification between simultaneous orthogonal bipole configuration and standard along-the-spline electrode configuration, and potential effects on ablation strategies were investigated.

Results

During the study period (January 2019 through April 2020), 367 subjects underwent catheter ablation for PersAF (N = 333, average age 64.1yr, 75% male) or VT (N = 34, average age = 64.3yr, 85.3% male).

In total, 494 maps were generated to treat patients undergoing PersAF ablation and 57 to treat patients undergoing VT ablation. Compared to standard along-the-spline configuration, mapping with the simultaneous orthogonal bipole configuration showed differences in 57.8% (178/308) of maps generated, with the greatest difference noticed in surface area of low voltage (62.9%) and location of low voltage (55.6%).

In comparisons performed live during the procedure (n = 50), simultaneous orthogonal bipole configuration assisted in identification of ablation targets in 70.0% of cases, changing the ablation strategy compared to that identified with along-the-spline configuration in 34.3%.

In comparisons performed retrospectively after the procedure (n = 258), the ablation strategy identified with simultaneous orthogonal bipole configuration differed from along-the-spline configuration in 21.7% of maps. Even compared to a higher-density electrode configuration using all-bipoles rather than along-the-spline bipoles, simultaneous orthogonal bipole configuration identified differences in 57.1% of maps.

Conclusion

The HD grid catheter combined with simultaneous orthogonal bipole configuration can define myocardial substrate more accurately compared to standard along-the-spline configuration. The difference in substrate identification has potential impact on ablation strategy. Further clinical trials are needed to elucidate the role of orthogonal bipole configuration mapping and improved ablation success rates.

Impact of high density mapping using a grid shaped catheter with orthogonal signal analysis on ventricular tachycardia ablation strategy

Funding Acknowledgements

Type of funding sources: Private company. Main funding source(s): Abbott

Background

Ventricular tachycardia (VT) in patients with structural heart disease (SHD) is related to scar and slow conduction areas. Substrate-based ablation has become the gold standard treatment in patients with SHD-related refractory VT. A new high-density grid shaped catheter that allows simultaneous analysis of adjacent orthogonal bipolar signals can allow better understanding of these slow conduction areas with the potential to improve ablation results.

Purpose

This was a prospective, multicenter observational study to characterize the utility of electroanatomical mapping with a high density grid-style mapping catheter (HD Grid) in subjects undergoing catheter ablation for ventricular tachycardia (VT) in real-world clinical settings.

Methods

During the study period, patients who underwent VT ablation using the HD Grid catheter as the primary mapping catheter were included. Comparisons both during the procedure and retrospectively were performed between conventional electrode configuration maps and simultaneous orthogonal bipole electrode configuration maps. The influence of these different configurations on ablation strategy was analyzed.

Results

  During study period (January 2019 – April 2020) 57 maps were performed in 34 VT subjects (average age: 64.3yr, male: 85.3%, ischemic cardiomyopathy: 70.6%). The left ventricle was mapped in 94.1% of subjects, including left ventricular outflow tract and papillary muscles in 20.6% and 8.8% respectively, reporting minimal or no ectopic beats in 97.1% of the subjects. The total number of mapping points collected was 14172.0 ± 15174.8 in 24.3 ± 17.9 min per map.

Simultaneous orthogonal bipole mapping identified differences in 67.6% of maps compared to linear along-the-spline electrode configurations. The differences consisted mainly in the surface area (92%) and location of low voltage (40%). When compared during the procedure, simultaneous orthogonal bipole mapping was used to identify ablation strategy in 100% of cases. When compared to a standard along-the-spline configuration retrospectively, the ablation strategy identified with simultaneous orthogonal bipoles was different in 30.1% of cases.  The ablation strategy used in these subjects was mainly substrate ablation (late potentials and low voltage areas in scar regions) with an acute success rate of 97.1%.

Conclusions

The use of the HD Grid catheter with the ability to analyze orthogonal signals is feasible and has the potential to change the ablation strategy in one third of VT patients with a high acute success rate.

Mobile-phone-based e-diary derived patient reported outcomes: Association with clinical disease activity, psychological status and quality of life of patients with multiple sclerosis

BACKGROUND

The applicability of mobile digital technology to promote clinical care of people with multiple sclerosis (pwMS) is gaining increased interest as part of the implementation of patient-centered approaches. We aimed at assessing adherence to a smartphone-based e-diary, which was designed to collect patient-reported outcomes (PROs). Secondary objectives were to evaluate the construct and predictive validity of e-diary derived PROs and to explore the various factors that were associated with changes in PROs over time.

MATERIALS AND METHODS

In this observational cohort study patients downloaded an MS tailored e-diary into their personal smartphones. Report of PROs was enquired once monthly for a period of one year through a smartphone-based application, using previously validated tools. An e-diary derived bodily function summary score (eBF) was defined as the sum of scores depicting vision, limbs function, pain, bowl/ bladder dysfunction, pseudobulbar affect and spasticity. Multiple linear regression and analysis of covariance were used to determine the association between PROs, clinician-reported outcomes (ClinROs) of disease activity and quality of life (QoL). Regression coefficient analysis was used to compare the slope of change in eBF before and after a relapse.

RESULTS

97 pwMS downloaded the e-diary [Female: 64 (66%), EDSS 3.4±2.1]. 76 patients (78%) completed the 12-month study period. 53 patients (55%) submitted ≥75% of requested surveys. Anxiety was negatively associated with adherence to periodic PROs assessments by the e-diary. E-diary derived PROs were significantly correlated with corresponding functional system scores (0.38< r <0.8, P<0.001). eBF score significantly predicted QoL (β = -0.36, P = 0.001) while EDSS did not. Change in eBF score over time was independently associated with the occurrence of an MS relapse (F = 4.4, P = 0.04), anxiety (F = 6.4, P = 0.01) and depression (F = 5.1, P = 0.03). Individual regression slopes of eBF scores were significantly higher pre-relapse than post-relapse (3.0±3.3 vs. -0.8±2.0, P = 0.007).

CONCLUSION

Adherence of pwMS to recording in an e-diary collecting PROs was high. Changes in e-diary derived PROs over time predict clinical MS relapses on the group level and thus carry the potential of usage in clinical research as well as for improved MS care in real world setting.

Development of an artificial intelligence-based assessment model for prediction of embryo viability using static images captured by optical light microscopy during IVF

STUDY QUESTION

Can an artificial intelligence (AI)-based model predict human embryo viability using images captured by optical light microscopy?

SUMMARY ANSWER

We have combined computer vision image processing methods and deep learning techniques to create the non-invasive Life Whisperer AI model for robust prediction of embryo viability, as measured by clinical pregnancy outcome, using single static images of Day 5 blastocysts obtained from standard optical light microscope systems.

WHAT IS KNOWN ALREADY

Embryo selection following IVF is a critical factor in determining the success of ensuing pregnancy. Traditional morphokinetic grading by trained embryologists can be subjective and variable, and other complementary techniques, such as time-lapse imaging, require costly equipment and have not reliably demonstrated predictive ability for the endpoint of clinical pregnancy. AI methods are being investigated as a promising means for improving embryo selection and predicting implantation and pregnancy outcomes.

STUDY DESIGN, SIZE, DURATION

These studies involved analysis of retrospectively collected data including standard optical light microscope images and clinical outcomes of 8886 embryos from 11 different IVF clinics, across three different countries, between 2011 and 2018.

PARTICIPANTS/MATERIALS, SETTING, METHODS

The AI-based model was trained using static two-dimensional optical light microscope images with known clinical pregnancy outcome as measured by fetal heartbeat to provide a confidence score for prediction of pregnancy. Predictive accuracy was determined by evaluating sensitivity, specificity and overall weighted accuracy, and was visualized using histograms of the distributions of predictions. Comparison to embryologists’ predictive accuracy was performed using a binary classification approach and a 5-band ranking comparison.

MAIN RESULTS AND THE ROLE OF CHANCE

The Life Whisperer AI model showed a sensitivity of 70.1% for viable embryos while maintaining a specificity of 60.5% for non-viable embryos across three independent blind test sets from different clinics. The weighted overall accuracy in each blind test set was >63%, with a combined accuracy of 64.3% across both viable and non-viable embryos, demonstrating model robustness and generalizability beyond the result expected from chance. Distributions of predictions showed clear separation of correctly and incorrectly classified embryos. Binary comparison of viable/non-viable embryo classification demonstrated an improvement of 24.7% over embryologists’ accuracy (P = 0.047, n = 2, Student’s t test), and 5-band ranking comparison demonstrated an improvement of 42.0% over embryologists (P = 0.028, n = 2, Student’s t test).

LIMITATIONS, REASONS FOR CAUTION

The AI model developed here is limited to analysis of Day 5 embryos; therefore, further evaluation or modification of the model is needed to incorporate information from different time points. The endpoint described is clinical pregnancy as measured by fetal heartbeat, and this does not indicate the probability of live birth. The current investigation was performed with retrospectively collected data, and hence it will be of importance to collect data prospectively to assess real-world use of the AI model.

WIDER IMPLICATIONS OF THE FINDINGS

These studies demonstrated an improved predictive ability for evaluation of embryo viability when compared with embryologists’ traditional morphokinetic grading methods. The superior accuracy of the Life Whisperer AI model could lead to improved pregnancy success rates in IVF when used in a clinical setting. It could also potentially assist in standardization of embryo selection methods across multiple clinical environments, while eliminating the need for complex time-lapse imaging equipment. Finally, the cloud-based software application used to apply the Life Whisperer AI model in clinical practice makes it broadly applicable and globally scalable to IVF clinics worldwide.

STUDY FUNDING/COMPETING INTEREST(S)

Life Whisperer Diagnostics, Pty Ltd is a wholly owned subsidiary of the parent company, Presagen Pty Ltd. Funding for the study was provided by Presagen with grant funding received from the South Australian Government: Research, Commercialisation and Startup Fund (RCSF). ‘In kind’ support and embryology expertise to guide algorithm development were provided by Ovation Fertility. J.M.M.H., D.P. and M.P. are co-owners of Life Whisperer and Presagen. Presagen has filed a provisional patent for the technology described in this manuscript (52985P pending). A.P.M. owns stock in Life Whisperer, and S.M.D., A.J., T.N. and A.P.M. are employees of Life Whisperer.

Beliefs about medication as predictors of medication adherence in a prospective cohort study among persons with multiple sclerosis

BACKGROUND

Though adherence to disease-modifying therapies (DMTs) among persons with multiple sclerosis (PwMS) varies and is often below 80%, only few prospective studies on adherence examined predictors beyond demographic and clinical characteristics.

OBJECTIVES

Identify antecedents to adherence and persistence to DMT in a prospective design among PwMS.

METHODS

PwMS (n = 186) were prospectively assessed at three time points: baseline, 6 (Time 1) and 12 months later (Time 2). Clinical, demographic information and patient-reported medication beliefs, illness perceptions, medication habits, perceived health and affect were surveyed in-person. Adherence and persistence were assessed by a combination of self-reports and retrospective review of medication claims.

FINDINGS

PwMS were 69.9% (Time 1) and 71% (Time 2) adherent to their DMTs and 64.5.9% were persistent. Beliefs about Medications were consistently predictive at both time points (baseline to Time 1 and Time 1 to Time 2) of medication adherence and persistence whereas other perceptions were predictive in some analyses; clinical and demographic characteristics were mostly not predictive of adherence nor persistence. The prospective association of beliefs about medication with adherence held also in multivariate analyses (OR = 0.88, 95% CI 0.78-0.99, p = 0.029).

CONCLUSIONS

Adherence and persistence are predicted by medication beliefs of PwMS. As medication beliefs are modifiable, they should be assessed periodically and targeted as a focus of tailored interventions aimed to improve adherence and consequently health outcomes in PwMS.

REGISTRATION

Clinical trials registry # NCT02488343 , date: 06/08/2015.

Concordance Between Persons with Multiple Sclerosis and Treating Physician on Medication Effects and Health Status

BACKGROUND

As the number of treatment options for multiple sclerosis (MS) has expanded, alignment between physician and patient on effects of medication has emerged as important for medication persistence/discontinuation.

OBJECTIVE

To evaluate physician-patient agreement levels on medication effect and health status.

METHODS

Persons with MS (PwMS) (n=71) participated in a cross-sectional study collecting their satisfaction (using the Treatment Satisfaction Questionnaire for Medication), intention to dis/continue treatment and global health perception; physicians assessed response to medication and global health status.

RESULTS

Concordance between PwMS' assessment of medication effectiveness and physician's assessment on response to medication, health status and EDSS were r _s= 0.50, r _s= 0.57 and r _s= -0.58, respectively.

CONCLUSION

The significant concordance attests to physician-patient effective communication and may contribute to improved medication adherence.

Quantum Backaction on kg-Scale Mirrors: Observation of Radiation Pressure Noise in the Advanced Virgo Detector

The quantum radiation pressure and the quantum shot noise in laser-interferometric gravitational wave detectors constitute a macroscopic manifestation of the Heisenberg inequality. If quantum shot noise can be easily observed, the observation of quantum radiation pressure noise has been elusive, so far, due to the technical noise competing with quantum effects. Here, we discuss the evidence of quantum radiation pressure noise in the Advanced Virgo gravitational wave detector. In our experiment, we inject squeezed vacuum states of light into the interferometer in order to manipulate the quantum backaction on the 42 kg mirrors and observe the corresponding quantum noise driven displacement at frequencies between 30 and 70 Hz. The experimental data, obtained in various interferometer configurations, is tested against the Advanced Virgo detector quantum noise model which confirmed the measured magnitude of quantum radiation pressure noise.

Applying Gamification to the Library Orientation

By providing an overview of library services as well as the building layout, the library orientation can help newcomers make optimal use of the library. The benefits of this outreach can be curtailed, however, by the significant staffing required to offer in-person tours. One academic library overcame this issue by turning to user experience research and gamification to provide an individualized online library orientation for four specific user groups: undergraduate students, graduate students, faculty, and community members. The library surveyed 167 users to investigate preferences regarding orientation format, as well as likelihood of future library use as a result of the gamified orientation format. Results demonstrated a preference for the gamified experience among undergraduate students as compared to other surveyed groups.

Exploring the views of undocumented migrant women on access to maternity services in the UK

Background

Migrant women face inequalities in access to health-care services and are known to experience poorer maternal and child outcomes than women born in the UK. The development of more restrictive health policies in the UK and Europe, including being denied or charged for healthcare at maternity services, may be exacerbating these outcomes, particularly among undocumented migrant women without permission to reside. We investigated undocumented migrant women's experiences of accessing maternity services in the UK and their impact on health outcomes.

Methods

We did semi-structured in-depth qualitative interviews with a purposive sample of migrant women (born outside the UK) who were aged 18 and over, and had experiences of pregnancy in the UK whilst undocumented. Participants were recruited through the Doctors of the World UK clinic. Interviews were transcribed and analysed using thematic analysis.

Results

We did interviews with 20 undocumented women (age range 31-40 years; mainly from Africa and Asia). Among participants, of whom 13 were pregnant at the time of interview, 10 (50%) first accessed antenatal care late (after the national target of 13 weeks). Women described an ongoing cycle of precariousness, defined by their legal status, social isolation, and poor economic status. Women reported receiving bills of up to £11,500 for maternity services (range £3,072 to £11.500). The impact of their experiences meant that they were deterred from seeking timely health care and were reluctant to present to health services, with women reporting fear and loss of trust in the health system.

Conclusions

These women's narratives illustrated the potential deterrent and detrimental impact of increasingly restrictive health policies on women's access to care and their health. UK and European health policies must be equitable, non-discriminatory, and better align with our commitments to promote universal health coverage among all individual residing in the region.

Key messages

Increasingly restrictive health policies may have a deterrent and detrimental impact on migrant women’s access to health care. Undocumented migrant women in the UK reported fear and loss of trust in the health system.

Left behind: the state of universal health coverage in Europe

Background

Barriers to access healthcare and lack of data undermine Universal Health Coverage (UHC) in Europe, despite the region's clear commitment to the Sustainable Development Goals and UHC. Current indicators measuring unmet healthcare needs in the European Union (EU) often exclude more marginalised groups, further rendering their health needs invisible and the data to inform policy flawed. For effective evaluation of UHC, comprehensive data on the health of these groups is needed.

Methods

We conducted an evaluation of humanitarian healthcare provision of people attending Médecins du Monde (MdM) programmes in seven countries in Europe (Belgium, France, Germany, Luxembourg, Sweden, Switzerland, and the United Kingdom). MdM is a humanitarian organisation, providing care to those excluded from mainstream healthcare services. We describe the characteristics of MdM service users, their determinants of health and healthcare access.

Results

A total of 29,359 people were seen between January 2017 and December 2018. Nearly all were migrants (97.2%, 21,591/22,136), with 66.3% (11,690/17,629) of people reported not having a right or permission to reside in the country they presented in. A majority were living below the poverty line (92.6%, 7,660/8,268), residing in insecure housing (44.3%, 8,895/20,097) or living as street homeless or in emergency shelters (20.4%, 4,107/20,097). Most people reported having no healthcare coverage (81.7%, 14,848/18,164). When asked about barriers to accessing healthcare, 20.8% of responses reported economic barriers (3,960/19,020) and 14.3% reported a lack of knowledge of health system/entitlements (2,718/19,020).

Conclusions

This humanitarian service evaluation highlights the intersecting vulnerabilities and barriers to access healthcare for people excluded from mainstream healthcare systems across Europe. Our findings provide a unique insight into the extent of unmet healthcare needs of migrants and other marginalised populations.

Key messages

UHC requires comprehensive data on the population groups who are many times left without access to health services and who are often excluded from national data collection and research. A majority of MdM service users do not have healthcare coverage and experience multiple and intersecting barriers to access healthcare across Europe.

Mobile phone-based e-diary for assessment and enhancement of medications adherence among patients with multiple sclerosis

Background

Adherence to multiple sclerosis (MS) disease-modifying drugs (DMDs) is essential for realization of their optimal effectiveness and benefits.

Objective

To evaluate the usefulness and validity of a smartphone-based e-diary as a tool for adherence assessment as well as its effectiveness as a promoter of adherence to DMDs.

Methods

An MS tailored e-diary (MyMS&Me) reminded patients to take their DMDs on time. DMD intake was self-recorded in the e-diary by the participants. Three methods of adherence evaluation were compared: e-diary derived, retrospective self-reported, and the medication possession rate (MPR). The proportion of patients with poor adherence to DMDs (defined as MPR <80%) among e-diary users was compared with a control group without intervention.

Results

Sixty-two patients downloaded the e-diary (Female: 41 (66%), Expanded Disability Status Scale 3.2 ± 2.2) and 55 controls were enrolled. The median difference between e-diary-derived adherence and the MPR was –3% (95% limits of agreement: −53% to 12%). The median difference between retrospective self-reported adherence and the MPR was 0.3% (95% limits of agreement: −20% to 42%). The proportion of participants with poor adherence to DMDs was similar in the e-diary and control groups (10% vs. 13%, p = 0.6).

Conclusions

Substantial and clinically important disagreement between methods of medication adherence evaluation was noted. Smartphone reminders did not significantly improve the MPR of DMDs.

FRI0403 CLINICAL FEATURES OF PROSTHETIC JOINT INFECTIONS DIFFER IN PATIENTS WITH INFLAMMATORY ARTHRITIS AND OSTEOARTHRITIS

Background:

Inflammatory arthritis (IA) patients are at increased risk for prosthetic joint infections (PJI). However, because active IA patients without infections can have elevated inflammatory markers that mimic joint infection, PJI diagnosis is challenging in this population.

Objectives:

We used an institutional PJI registry to identify and compare the clinical, microbiologic, and histopathologic features of culture positive (CP) and culture negative (CN) total hip and knee PJI in IA and OA patients. We also evaluated the relationship between culture positivity, IA, and clinical outcomes.

Methods:

A retrospective cohort of THA/TKA PJIs, from 2009 to 2016, were identified by ICD codes, and confirmed by chart review. IA diagnosis was also confirmed by use of IA-specific medications. CN cases were defined as PJIs with no evidence of microbial growth in intraoperative cultures and CP PJI cases were defined by positive microbial growth in intraoperative cultures. Treatment failure was defined as subsequent surgical treatment for infection after the initial infection surgery. H&E slides of OA and IA PJI cases matched by age (+/-5) sex, and culture status were reviewed by a pathologist for evidence of the histopathologic features listed in Table 2. Fisher’s exact test, chi-square test, and Kaplan-Meier estimates were used.

TABLE 1.

Patient characteristics in IA and OA PJIs

IAOAN%/SDN%/SDp-valueTotal36771Age58.511.466.812<.001BMI30.26.7306.70.861Female2877.833243.1<.001CCI2.81.71.72.10.002Smoking411.18611.20.792Glucorticoids1027.8395.1<.001Culture Negative1027.810914.10.024Treatment Success at 2 years1952.8509660.146

IA- inflammatory arthritis; OA – osteoarthritis; PJI -prosthetic joint infection; CCI – Charlson Comorbidity Index

TABLE 2.

Histopathology and clinical presentation in IA and OA PJIs

OA (N=57)IA (N= 31)CP-IA (N=23)CN-IA (N=8)N (%)p-valueN (%)p-valuePathology Review>10 PMN per HPF42 (74)22 (71)0.80620 (87)2 (25)0.003Chronic Inflammation13 (23)23 (74)0.00118 (78)5 (63)0.393Necrosis17 (30)9 (29)18 (35)1 (13)0.38Clinical PresentationMSIS50 (88)26 (84)0.74722 (96)4 (50)0.009Sinus Tract7 (12)7 (23)0.2335 (22)2 (25)1Elevated ESR or CRP41 (72)24 (77)0.62217 (74)7 (88)1Elevated Synovial WBC33 (58)19 (61)0.82313 (57)6 (75)1Elevated Synovial %PMN31 (54)20 (65)0.37714 (61)6 (75)0.333

OA – osteoarthritis; IA – inflammatory arthritis; CP – culture positive; CN – culture negative; MSIS – meets Musculoskeletal Infection Society diagnostic criteria

Results:

807 PJI cases were identified including 36 IA (33 RA and 3 SLE) and 771 OA. A higher proportion of IA PJI were CN (N=10, 27%) vs. OA PJI (N=109, 14%, p=0.02). IA-PJI were younger, female, on glucocorticoids, and with more comorbidities. Type of surgical treatment did not differ significantly between IA and OA groups. Comparing CN-IA vs. CP-IA, no difference was observed in age, smoking, diabetes, surgical treatment, IA-specific meds or Charlson comorbidities. One-year survivorship of CN-IA and CN-OA were 66% and 87% (p>0.05). Across all CP cases, 57% were staphylococcal, with no differences between groups. Treatment failure was more frequent for CP-IA (42%) compared to CP-OA (30%), (p=0.2).

Histopathology of 88 PJIs (31 IA and 57 OA) was reviewed. The IA cohort presented with more chronic inflammation (p=0.001) than the OA cohort. Within the IA cohort, a higher proportion of CP-IA had >10PMN per HPF (p= 0.003) and met MSIS criteria (p=0.009). Comparing CP-OA and CN-OA, there were no significant differences in histopathology findings or number of patients meeting MSIS criteria.

Conclusion:

IA PJIs are more likely to be culture negative than OA PJIs. Although our analysis was limited by our cohort size, our findings including differences in histopathology, and better clinical outcomes suggest the presence of biologic differences between CN and CP PJI that require further study.

Disclosure of Interests:

Milan Kapadia: None declared, Tania Pannellini: None declared, Carine Moezinia: None declared, Andy Miller: None declared, Mark Figgie: None declared, Peter Sculco: None declared, Michael Cross: None declared, Michael Henry: None declared, Linda Russell: None declared, Laura Donlin Consultant of: Consultant – Genentech/Roche, Allina Nocon: None declared, Susan Goodman Shareholder of: Reginosine- Investment, Grant/research support from: Novartis, Horizon, Consultant of: Novartis, Celgene, UCB

0276 Does Losing Sleep Unleash Anger?

Introduction

Sleeping is understood as essential to affective function, yet little is known about how sleep shapes more specific and contextualized emotional responses besides anxiety and depression, such as anger. Anger itself involves arousal and can disrupt sleep. To examine the causal role of sleep in anger, a daily-diary study and an experimental study tested whether shortened sleep amplifies angry feelings, while exploring mediating mechanisms of this influence.

Methods

The daily-diary study (N = 202) collected daily reports of last-night’s sleep, daily stressors, and state anger across one month from college students, examining sleep and anger within everyday life. The experimental laboratory study (N = 147 community residents) examined changes in anger experienced during aversive noise following random assignment to either at-home sleep restriction (by about 5 hours across 2 nights), or to individuals’ regular schedule.

Results

In the daily-diary study, individuals experienced more anger on days following less sleep than their usual, with half of this effect attributed to the increased frequency of stressors experienced on such days, and somewhat independently from the effect of sleep duration on negative affect more generally. In the experimental study, well-slept individuals adapted to noise and reported less anger and negative affect after 2 days. In contrast, sleep-restricted individuals exhibited higher and increased anger responses. The impact of sleep restriction on anger held even after accounting for negative emotions more generally. Subjective sleepiness accounted for most of the experimental effect of sleep loss on anger.

Conclusion

Together, these results provide compelling evidence that lost sleep amplifies anger in both the laboratory and everyday life, while also pointing to short-term (subjective sleepiness) and mid-term (stress) mediators of these influences. The findings also point to the value of examining specific emotional reactions (and their regulation) in the context of sleep disruption, alongside affect more broadly.

Support

N/A

0230 Sleep and Interrogation: Does Losing Sleep Impact Criminal History Disclosure?

Introduction

Despite centuries of using sleep deprivation during interrogation, there is virtually no scientific evidence on how sleep shapes behavior in interrogation settings. Moreover, investigative interviews are often conducted at night, or with fatigued subjects. To evaluate the impact of sleeplessness on subjects’ behavior during investigative interviews, an experimental study examined the impact of moderate sleep restriction on information disclosure and behavioral reactions during interviews about past illegal acts.

Methods

Healthy participants (N=120) were recruited from the university community and randomly assigned to either maintain or curb their sleep (up to 4 hours a night) across two days. Back in the laboratory individuals privately indicated whether they committed various illegal acts. Participants were interviewed while video-recorded about the most severe act they acknowledged. After the initial disclosure, participants listened to a ‘model’ statement, an unrelated example of a person’s detailed event account designed to encourage additional disclosure, after which they again provided information about their offense. Key variables were the severity of the illegal behavior reported and the amount of information provided before and after the model statement (blindly coded from transcripts for quantity and quality).

Results

Sleep-restricted participants slept on average 4.5 hours less (confirmed via actigraphy), reported no differences in perceived treatment by the interviewer, and tended to report less severe offenses. Critically, sleep-restricted participants provided almost 20% less information during their initial disclosure (d = .53, p =.01). After the model statement, however, disclosure was generally higher and similar across conditions (d = .15, p = .35). Sleep-restricted individuals also reported less overall motivation to recall information (d=.27, p = .01).

Conclusion

Results suggest that even moderate sleep loss can inhibit criminal disclosure during interviews, and that reduced motivation could play a role. Also, the use of the model statement could compensate for this effect.

Support

N/A

Reducing medical error during a pandemic

On 30 January 2020, the WHO declared the coronavirus disease 2019 (COVID-19) a public health emergency of international concern. By 11 March 2020, it was designated a pandemic owing to its rapid worldwide spread. In this short article we provide some information that might be useful and help equip colleagues to reduce medical error during a pandemic.

We advocate a systems-based approach, rather than an individual’s sole responsibility, and, look at ways to provide safer healthcare.