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Recent research has highlighted the increasing ubiquity of smartphone ownership as well as the feasibility of digital interventions within schizophrenia. Digital therapeutics, a subset of digital interventions, have established standards for efficacy and safety and are subject to regulatory oversight as Software as a Medical Device. Here, we present data from a survey that assessed the opportunity and expectations that people with schizophrenia have for a digital therapeutic designed to be delivered on top of antipsychotic pharmacotherapy.
Methods
Seventy-five people with schizophrenia completed a 10-item survey. Participants were between 22 and 55 years of age, reported no hospitalizations or medication changes within the past 3 months, and were currently seeing a psychiatrist. For each question, participants were asked to rank responses to provide a clear understanding of their preferences.
Results
Patients with schizophrenia reported the survey items that most impacted their daily life were: difficulty meeting new people (17%) and difficulty setting goals/completing activities in daily life and not being productive in their free time (both at 13%). The greatest unmet treatment needs reported by people with schizophrenia were: improving social skills (19%); reducing distress related to disease (19%); and being more productive in their free time (13%). In terms of expectations for what a digital therapeutic would include, the items reported as most important were: sharing progress with providers (13%); teaching ways to deal with symptoms (13%); and helping to set and achieve goals (12%).
Conclusion
Many of the top unmet needs that people with schizophrenia identified can be uniquely targeted by a digital therapeutic that augments their ongoing standard of care.
Funding
Boehringer Ingelheim International GmbH and CLICK Therapeutics, Inc.
This article is a clinical guide which discusses the “state-of-the-art” usage of the classic monoamine oxidase inhibitor (MAOI) antidepressants (phenelzine, tranylcypromine, and isocarboxazid) in modern psychiatric practice. The guide is for all clinicians, including those who may not be experienced MAOI prescribers. It discusses indications, drug-drug interactions, side-effect management, and the safety of various augmentation strategies. There is a clear and broad consensus (more than 70 international expert endorsers), based on 6 decades of experience, for the recommendations herein exposited. They are based on empirical evidence and expert opinion—this guide is presented as a new specialist-consensus standard. The guide provides practical clinical advice, and is the basis for the rational use of these drugs, particularly because it improves and updates knowledge, and corrects the various misconceptions that have hitherto been prominent in the literature, partly due to insufficient knowledge of pharmacology. The guide suggests that MAOIs should always be considered in cases of treatment-resistant depression (including those melancholic in nature), and prior to electroconvulsive therapy—while taking into account of patient preference. In selected cases, they may be considered earlier in the treatment algorithm than has previously been customary, and should not be regarded as drugs of last resort; they may prove decisively effective when many other treatments have failed. The guide clarifies key points on the concomitant use of incorrectly proscribed drugs such as methylphenidate and some tricyclic antidepressants. It also illustrates the straightforward “bridging” methods that may be used to transition simply and safely from other antidepressants to MAOIs.
Although the ICD and DSM differentiate between different psychiatric disorders, these often share symptoms, risk factors, and treatments. This was a population-based, case–control, sibling study examining familial clustering of all psychiatric disorders and low IQ, using data from the Israel Draft-Board Registry on all Jewish adolescents assessed between 1998 and 2014.
Methods
We identified all cases with autism spectrum disorder (ASD, N = 2128), severe intellectual disability (ID, N = 9572), attention-deficit hyperactive disorder (ADHD) (N = 3272), psychotic (N = 7902), mood (N = 9704), anxiety (N = 10 606), personality (N = 24 816), or substance/alcohol abuse (N = 791) disorders, and low IQ (⩾2 SDs below the population mean, N = 31 186). Non-CNS control disorders were adolescents with Type-1 diabetes (N = 2427), hernia (N = 29 558) or hematological malignancies (N = 931). Each case was matched with 10 age-matched controls selected at random from the Draft-Board Registry, with replacement, and for each case and matched controls, we ascertained all full siblings. The main outcome measure was the relative recurrence risk (RRR) of the sibling of a case having the same (within-disorder RRR) or a different (across-disorder RRR) disorder.
Results
Within-disorder RRRs were increased for all diagnostic categories, ranging from 11.53 [95% confidence interval (CI): 9.23–14.40] for ASD to 2.93 (95% CI: 2.80–3.07) for personality disorders. The median across-disorder RRR between any pair of psychiatric disorders was 2.16 (95% CI: 1.45–2.43); the median RRR between low IQ and any psychiatric disorder was 1.37 (95% CI: 0.93–1.98). There was no consistent increase in across-disorder RRRs between the non-CNS disorders and psychiatric disorders and/or low IQ.
Conclusion
These large population-based study findings suggest shared etiologies among most psychiatric disorders, and low IQ.
Increasing the scale of renewable integration is a key component of China’s decarbonization strategy. While the immediate challenge is to reduce renewable curtailment and increase its penetration, mitigating climate change in the long term will require a transition from an electricity system dominated by coal to one that consists primarily of renewables. This chapter summarizes the current governance structure and policies for renewable energy development and integration in China. It identifies two key considerations for China to transition towards large-scale penetration of renewables: geographic mismatch between renewable resources and demand centers, and concerns associated with integrating high penetration of intermittent renewable energy resources. Responding to these considerations, this chapter discusses four foundational elements that China needs to put in place in the near term to plan for the longer-term transition: flexible conventional generators, an appropriately large and more integrated transmission network, storage technology development, and demand-side flexibility/responsiveness.
Rapid economic growth in China has predominantly relied on coal-fired electricity and coal use in industry, generating an increasing range of economic, environmental, and health costs. While many policies aim to restrict – and reverse – coal’s growth, the transition from coal to low-carbon alternatives is neither automatic nor just around the corner. Entrenched technological systems, political interests, and historical factors serve to maintain coal’s dominance. For China to prepare for deep decarbonization by mid-century, it must proactively convert coal from a barrier to a bridge – productively repurposing and valuing coal assets for flexible operation, addressing the difficult coal-based district heating infrastructure in the north – develop alternative fuels and feedstocks for industry and households, and mitigate the immense socioeconomic consequences of this transition on governments, firms, and workers.
Climate change is a key problem of the 21st century. China, as the largest emitter of greenhouse gases, has committed to stabilize its current emissions and dramatically increase the share of electricity production from non-fossil fuels by 2030. However, this is only a first step: in the longer term, China needs to aggressively strive to reach a goal of zero-emissions. Through detailed discussions of electricity pricing, electric vehicle policies, nuclear energy policies, and renewable energy policies, this book reviews how near-term climate and energy policies can affect long-term decarbonization pathways beyond 2030, building the foundations for decarbonization in advance of its realization. Focusing primarily on the electricity sector in China - the main battleground for decarbonization over the next century – it provides a valuable resource for researchers and policymakers, as well as energy and climate experts.
Microscopic examination of blood smears remains the gold standard for laboratory inspection and diagnosis of malaria. Smear inspection is, however, time-consuming and dependent on trained microscopists with results varying in accuracy. We sought to develop an automated image analysis method to improve accuracy and standardization of smear inspection that retains capacity for expert confirmation and image archiving. Here, we present a machine learning method that achieves red blood cell (RBC) detection, differentiation between infected/uninfected cells, and parasite life stage categorization from unprocessed, heterogeneous smear images. Based on a pretrained Faster Region-Based Convolutional Neural Networks (R-CNN) model for RBC detection, our model performs accurately, with an average precision of 0.99 at an intersection-over-union threshold of 0.5. Application of a residual neural network-50 model to infected cells also performs accurately, with an area under the receiver operating characteristic curve of 0.98. Finally, combining our method with a regression model successfully recapitulates intraerythrocytic developmental cycle with accurate lifecycle stage categorization. Combined with a mobile-friendly web-based interface, called PlasmoCount, our method permits rapid navigation through and review of results for quality assurance. By standardizing assessment of Giemsa smears, our method markedly improves inspection reproducibility and presents a realistic route to both routine lab and future field-based automated malaria diagnosis.
Chronic subdural hematomata (CSDH) are treated by evacuation. Recurrence occurs in 3-20% of cases, but the factors determining its occurrence have not been determined. Having observed that eosinophil cell infiltrates are often present in the outer membrane of CSDH, our aim was to determine whether such infiltrates are associated with risk of recurrence. Histological sections of the resections from 72 patients with primary CSDH (Mean age 73.4) and 16 with recurrent CSDH (Mean age 72.1) stained with H&E were graded by blinded observers for eosinophilic cell infiltrates using a semiquantitative 0 to 3 scale. The risk of recurrence requiring reoperation (RrR) in primary CSDH was 11.1%, and 12.5% in recurrent CSDH (meaning third surgery was required). A dense (grades 2 or 3) eosinophilic infiltrate was present in 22.2% of primary CSDH; the RrR was 0% in these cases, as compared with 14.8% in cases with sparse (grades 0-1) eosinophilic infiltrate. Among recurrent CSDH cases, 12.5% (2/15) showed a dense eosinophilic infiltrate; the RrR was also 0%, contrasting with 14.3% in those with sparse eosinophilic infiltrate. We conclude that eosinophils either play a role or are a marker of a process leading to stabilizing CSDH, making them less prone to rebleeding. Abstract not previously published
Learning Objectives
Describe the risk of recurrence following surgical evacuation of chronic subdural hematomata
Recognize the variable presence of eosinophils in chronic subdural hematomata
Cite the presence of eosinophils is predictive of absence of recurrence
The political underrepresentation of women and racial minorities in Canadian politics is well documented. One political arena that has yet to be examined in this respect, however, is school boards. Using data from a candidate survey conducted during the course of the 2018 Ontario school board elections, as well as demographic data collected on the entire population of school board candidates, we explore the unique characteristics of school board elections. The research note begins by describing the gender and racial composition of candidates and trustees in Canada's most populous province. It then considers the ways in which school board elections may serve as a launchpad to higher office for either of these two traditionally underrepresented groups, as we explore the features of progressive political ambition, recruitment into school board campaigns and the relative electoral success of racialized candidates and women in this local office. While women do very well in school board elections, they are significantly less likely than their male counterparts to have the desire to move up to provincial or federal politics. Meanwhile, racialized candidates contest school board election in significant numbers and report similar levels of progressive ambition relative to their white counterparts, but they fare exceptionally poorly in school board elections.
China’s state-directed technology development and deployment programs have led to unprecedented adoption of advanced technologies in its electricity sector. However, signs of inefficient capital allocation are widespread, such as continued coal plant capacity build-out amidst slowing electricity demand growth and underutilization of renewable energy investments. The separation of technology programs from durable local autonomies in electricity systems operation and planning, as well as unsuccessful central reforms to create a market for the fundamental commodity, electricity, contribute to uncaptured economic and public health benefits. China’s programs on high-efficiency coal-fired power plants demonstrate this important lesson for industrial upgrading: technological innovation and adoption do not reap their full benefits without comparable modernization of regulatory and policy frameworks. Ongoing power sector reforms may be insufficient to address these issues.
Previous studies reported an association between advanced paternal age at birth and increased risk for schizophrenia and bipolar disorder. While some hypothesize that this association is caused by de-novo mutations in paternal spermatozoa, others cite factors associated with psycho-social characteristics of fathers who have children at a late age. This study aims to test these hypotheses.
Methods
A historical-prospective, population-based cohort study, performed by linking the Israeli Draft Board Registry and the Israeli National Psychiatric Hospitalization Registry (N = 916 439; 4488 with schizophrenia, 883 with bipolar disorder). Odds ratios (OR) and two-sided 95% confidence intervals (CI) were calculated by logistic regression models, using paternal age as predictor and risk for later hospitalizations for schizophrenia or bipolar disorder as outcome measure. Models were first fitted unadjusted, then adjusted for paternal age at birth of the first child.
Results
In the unadjusted model, offspring of fathers aged 45 and above at birth had increased risk of schizophrenia (OR = 1.71, 95% CI 1.49–1.99) and bipolar disorder (OR = 1.63, 95% CI 1.16–2.24). However, taking into account paternal age at birth of first child, advanced paternal age was no longer associated with increased risk of schizophrenia (OR = 0.60, 95% CI 0.48–0.79) or bipolar disorder (OR = 1.03, 95% CI 0.56–1.90).
Conclusions
Controlling for paternal age at birth of the first offspring, advanced paternal age does not predict increased risk for schizophrenia or bipolar disorder. These data indicate that the association between advanced paternal age and having an offspring with schizophrenia and bipolar disorder is likely due to psychos-social factors, or common genetic variation associated with delayed initial fatherhood.
Being a current psychiatric in-patient is one of the strongest statistical risk factors for suicide. It is usually assumed that this strong association is not causal but is a result of the combination of the selection of high-risk patients for admission and the imperfect protection from suicide afforded by psychiatric wards. Logically, a third factor, which is causal, might play a role in the association. It has recently been suggested that adverse experiences in psychiatric units such as trauma, stigma and loss of social role might precipitate some in-patient suicides.
Aims
To consider whether there is a causal association between psychiatric hospitalisation and suicide.
Method
We used the framework of Austin Bradford Hill's criteria for assessing causality in epidemiology to consider the possibility that psychiatric hospitalisation might causally contribute to the extent and variation in in-patient suicide rates.
Results
The association between psychiatric hospitalisation and suicide clearly meets five of the nine Hill's criteria (strength of association, consistency, plausibility, coherence and analogy) and partially meets three of the remaining four criteria (gradient of exposure, temporality and experimental evidence).
Conclusions
Admission to hospital itself might play a causal role in a proportion of in-patient suicides. The safety of being in hospital with respect to suicide could be examined with a large-scale randomised controlled trial (RCT). In the absence of an RCT, the possibility of a causal role provides further impetus to calls to make care in the community more available and psychiatric hospitals more acceptable to patients.
There is limited knowledge on vitamin D status of children residing in the Andes and its association with undernutrition. We evaluated the vitamin D status of children residing in a low socio-economic status (SES) setting in the Ecuadorian Andes and assessed the association between vitamin D status, stunting and underweight. We hypothesized that children who were underweight would have lower serum 25-hydroxyvitamin D (25(OH)D) levels and lower 25(OH)D levels would be associated with a higher risk of stunting.
Design
We conducted a cross-sectional secondary analysis of a randomized controlled trial, the Vitamin A, Zinc and Pneumonia study. Children had serum 25(OH)D concentrations measured. A sensitivity analysis was undertaken to determine a vitamin D cut-off specific for our endpoints. Associations between serum 25(OH)D and underweight (defined as weight-for-age Z-score≤−1) and stunting (defined as height-for-age Z-score≤−2) were assessed using multivariate logistic regression.
Setting
Children residing in five low-SES peri-urban neighbourhoods near Quito, Ecuador.
Subjects
Children (n 516) aged 6–36 months.
Results
Mean serum 25(OH)D concentration was 58·0 (sd 17·7) nmol/l. Sensitivity analysis revealed an undernutrition-specific 25(OH)D cut-off of <42·5 nmol/l; 18·6 % of children had serum 25(OH)D<42·5 nmol/l. Children who were underweight were more likely to have serum 25(OH)D<42·5 nmol/l (adjusted OR (aOR)=2·0; 95 % CI 1·2, 3·3). Children with low serum 25(OH)D levels were more likely to be stunted (aOR=2·8; 95 % CI 1·6, 4·7).
Conclusions
Low serum 25(OH)D levels were more common in underweight and stunted Ecuadorian children.