Bulletin of Computer Science and Electrical Engineering (BCSEE)
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Stroke and atrial fibrillation: An update
No full textAtrial fibrillation (AF) is the most common sustained cardiac arrhythmia encountered in clinical practice. AF is associated with an increased risk of cardiovascular disease, heart failure, stroke, cognitive impairment and dementia, and mortality. Individuals with AF have a 5-fold risk of ischemic stroke, and AF-related strokes are associated with greater disability and mortality compared with strokes from other causes. Moreover, the burden of AF and AF-related stroke on patients, their caregivers, health-care systems, and society is significant and projected to increase in the coming decades due to the rapid growth of the ageing population. The care and management of patients with AF and AF-related stroke are challenging, often involving complex decision-making to weigh the risks and benefits of various treatment and prevention strategies. This topical review focuses on the latest science and advances in AF and AF-related stroke and identifies knowledge gaps and future directions of continued research
Integrating Virus Monitoring Strategies for Safe Non-Potable Water Reuse
No full textWastewater reclamation and reuse have the potential to supplement water supplies, offering resiliency in times of drought and helping to meet increased water demands associated with population growth. Non-potable water reuse represents the largest potential reuse market. Yet, economic constraints for new water reuse infrastructure and safety concerns due to microbial water quality, especially viral pathogen exposure, limit the widespread implementation of water reuse. Cost-effective, real-time methods to measure or indicate the viral quality of recycled water would do much to instill greater confidence in the practice. This manuscript discusses advancements in monitoring and modeling viral health risks in the context of water reuse. First, we describe current wastewater reclamation processes and treatment technologies with an emphasis on virus removal. Second, we review technologies for the measurement of viruses, both culture- and molecular-based, along with their advantages and disadvantages. We outline promising viral surrogates and specific pathogenic viruses that can serve as indicators of viral risk for water reuse. We suggest metagenomic analyses for viral screening and flow cytometry for quantification of virus-like particles as new approaches to complement more traditional methods. Third, we describe modeling to assess health risks through quantitative microbial risk assessments (QMRAs), the most common strategy to couple data on virus concentrations with human exposure scenarios. We then explore the potential of artificial neural networks (ANNs) to incorporate suites of data from wastewater treatment processes, water quality parameters, and viral surrogates. We recommend ANNs as a means to utilize existing water quality data, alongside new complementary measures of viral quality, to achieve cost-effective strategies to assess risks associated with infectious human viruses in recycled water. Given the review, we conclude that technologies will be ready to identify and implement viral surrogates for health risk reduction in the next decade. Incorporating modeling with monitoring data would likely result in a more robust assessment of water reuse risk
Correction to "Effects of Exposure to Low Concentrations of Oil on the Expression of Cytochrome P4501a and Routine Swimming Speed of Atlantic Haddock (Melanogrammus aeglefinus) Larvae In Situ"
No full textWest coast India's rainfall is becoming more convective
No full textA disastrous cloudburst and associated floods in Kerala during the 2019 monsoon season raise the hypothesis that rainfall over the west coast of India, much of which is stratiform, may be trending towards being more convective. As a first exploration, we sought statistically significant differences in monthly ERA-5 reanalysis data for the monsoon season between two epochs, 1980-1999 and 2000-2019. Results suggest a more convective (deeper, ice-rich) cloud population in recent decades, with patterns illustrated in ERA-5 spatial maps. Deepening of convection, above and beyond its trend in amount, is also indicated by the steeper regression slope of outgoing longwave radiation trends against precipitation than that exhibited in interannual variability. Our reanalysis results are strengthened by related trends manifested in more direct observations from satellite and gauge-based rainfall and a CAPE index from balloon soundings data
Histologic Features of Tacrolimus-induced Colonic Injury
No full textTacrolimus is a common immunosuppressant used in solid organ transplant recipients. Although most patients develop diarrheal symptoms, data regarding patterns of injury in patients taking tacrolimus are limited. We performed this study to characterize tacrolimus-related features of colonic injury. We retrospectively identified colonic samples from 20 patients receiving tacrolimus monotherapy. Records were reviewed for symptoms, endoscopic findings, other medications, and infections. None of the patients had gastrointestinal infections or used other drugs known to cause colonic injury; none had received mycophenolate within 6 months of presentation. Cases were evaluated for the nature and distribution of inflammation and crypt abnormalities, including distortion, destruction, and apoptosis. Eighteen (90%) patients were solid organ transplant recipients. Seventeen (85%) had gastrointestinal symptoms, particularly diarrhea (75%). More than 50% had endoscopic colitis and 15% had ulcers and/or erosions. Most (90%) cases showed regenerative epithelial changes; apoptotic crypt cells were present in 55% and numerous in 10% of cases. Neutrophilic cryptitis was present in 60% of cases; 35% showed crypt destruction. Plasma cell-rich lamina propria inflammation and crypt distortion were observed in 40% and 25% of cases, respectively. There was no correlation between therapy duration and features of chronic injury. We conclude that tacrolimus can cause symptomatic colitis. Histologic abnormalities are often mild, featuring regenerative crypts and scattered apoptotic debris. However, 40% of symptomatic patients have chronic colitis, most likely reflecting drug-induced immune dysregulation. Pathologists should be aware of these associations because colitis often resolves with decreasing drug dosage rather than treatment directed toward inflammatory bowel disease
The complex challenge of antenatal steroid therapy nonresponsiveness
No full textAntenatal steroid therapy is standard care for women at imminent risk of preterm delivery. When deliveries occur within 7 days of treatment, antenatal steroid therapy reduces the risk of neonatal death and improves preterm outcomes by exerting diverse developmental effects on the fetal organs, in particular the preterm lung and cardiovascular system. There is, however, sizable variability in antenatal steroid treatment efficacy, and an important percentage of fetuses exposed to antenatal steroid therapy do not respond sufficiently to derive benefit. Respiratory distress syndrome, for example, is a central metric of clinical trials to assess antenatal steroid outcomes. In the present analysis, we addressed the concept of antenatal steroid nonresponsiveness, and defined a failed or suboptimal response to antenatal steroids as death or a diagnosis of respiratory distress syndrome following treatment. For deliveries at 24 to 35 weeks’ gestation, the number needed to treat to prevent 1 case of respiratory distress syndrome was 19 (95% confidence interval, 14–28). Reflecting gestation-dependent risk, for deliveries at >34 weeks’ gestation the number needed to treat was 55 (95% confidence interval, 30–304), whereas for elective surgical deliveries at term this number was 106 (95% confidence interval, 61–421).
We reviewed data from clinical and animal studies investigating antenatal steroid therapy to highlight the significant incidence of antenatal steroid therapy nonresponsiveness (ie, residual mortality or respiratory distress syndrome after treatment), and the potential mechanisms underpinning this outcome variability. The origins of this variability may be related to both the manner in which the therapy is applied (ie, the treatment regimen itself) and factors specific to the individual (ie, genetic variation, stress, infection). The primary aims of this review were: (1) to emphasize to the obstetrical and neonatal communities the extent of antenatal steroid response variability and its potential impact; (2) to propose approaches by which antenatal steroid therapy may be better applied to improve overall benefit; and (3) to stimulate further research toward the empirical optimization of this important antenatal therapy
Comparing individually based and family-based treatments for internalizing, externalizing, and family symptoms in Latino youth(sic)(sic)(sic)
No full textRigorous randomized trials that test promising culturally centered treatments for Latino youth and families are needed. This study adds to the knowledge base by comparing the efficacy of Culturally Informed and Flexible Family Treatment for Adolescents (CIFFTA) to an Individually Oriented Treatment-As-Usual (ITAU) in its ability to retain Latino youth and families in treatment, reduce internalizing and externalizing child symptoms, and improve family functioning. CIFFTA uses an adaptive/flexible approach to deliver individual therapy, family therapy, and psycho-educational modules tailored to each family's unique clinical and cultural characteristics. Two hundred Latino adolescents 11-14 years of age completed a baseline assessment, were randomly assigned to CIFFTA or ITAU, then were assessed again after 16 weeks of intervention. Results show that CIFFTA had significantly higher retention (83%) than ITAU (71%), OR = 2.05, p = .036. Youth in both conditions showed significant reductions in youth and parent reported externalizing and internalizing behaviors, and there were no differences in change between conditions. Parents in CIFFTA reported significantly greater reductions in family conflict, d = 0.38, p = .025 than in ITAU. In CIFFTA, children of less acculturated Latino parents showed more improvement than the children of more acculturated parents. In ITAU, the reverse was true, children of more acculturated parents reported more improvement. This evidence of CIFFTA's impact on retention, family conflict, and differential effect depending on cultural values and behaviors, has important implications for the field of Latino psychology and family treatment
Detection of COVID-19 using multimodal data from a wearable device: results from the first TemPredict Study
No full textEarly detection of diseases such as COVID-19 could be a critical tool in reducing disease transmission by helping individuals recognize when they should self-isolate, seek testing, and obtain early medical intervention. Consumer wearable devices that continuously measure physiological metrics hold promise as tools for early illness detection. We gathered daily questionnaire data and physiological data using a consumer wearable (Oura Ring) from 63,153 participants, of whom 704 self-reported possible COVID-19 disease. We selected 73 of these 704 participants with reliable confirmation of COVID-19 by PCR testing and high-quality physiological data for algorithm training to identify onset of COVID-19 using machine learning classification. The algorithm identified COVID-19 an average of 2.75 days before participants sought diagnostic testing with a sensitivity of 82% and specificity of 63%. The receiving operating characteristic (ROC) area under the curve (AUC) was 0.819 (95% CI [0.809, 0.830]). Including continuous temperature yielded an AUC 4.9% higher than without this feature. For further validation, we obtained SARS CoV-2 antibody in a subset of participants and identified 10 additional participants who self-reported COVID-19 disease with antibody confirmation. The algorithm had an overall ROC AUC of 0.819 (95% CI [0.809, 0.830]), with a sensitivity of 90% and specificity of 80% in these additional participants. Finally, we observed substantial variation in accuracy based on age and biological sex. Findings highlight the importance of including temperature assessment, using continuous physiological features for alignment, and including diverse populations in algorithm development to optimize accuracy in COVID-19 detection from wearables
Kidney Disease, Hypertension Treatment, and Cerebral Perfusion and Structure
No full textThe safety of intensive blood pressure (BP) targets is controversial for persons with chronic kidney disease (CKD). We studied the effects of hypertension treatment on cerebral perfusion and structure in individuals with and without CKD.
Neuroimaging substudy of a randomized trial.
A subset of participants in the Systolic Blood Pressure Intervention Trial (SPRINT) who underwent brain magnetic resonance imaging studies. Presence of baseline CKD was assessed by estimated glomerular filtration rate (eGFR) and urinary albumin-creatinine ratio (UACR).
Participants were randomly assigned to intensive (systolic BP <120 mm Hg) versus standard (systolic BP <140 mm Hg) BP lowering.
The magnetic resonance imaging outcome measures were the 4-year change in global cerebral blood flow (CBF), white matter lesion (WML) volume, and total brain volume (TBV).
A total of 716 randomized participants with a mean age of 68 years were enrolled; follow-up imaging occurred after a median 3.9 years. Among participants with eGFR <60 mL/min/1.73 m
(n = 234), the effects of intensive versus standard BP treatment on change in global CBF, WMLs, and TBV were 3.38 (95% CI, 0.32 to 6.44) mL/100 g/min, -0.06 (95% CI, -0.16 to 0.04) cm
(inverse hyperbolic sine-transformed), and -3.8 (95% CI, -8.3 to 0.7) cm
, respectively. Among participants with UACR >30 mg/g (n = 151), the effects of intensive versus standard BP treatment on change in global CBF, WMLs, and TBV were 1.91 (95% CI, -3.01 to 6.82) mL/100 g/min, 0.003 (95% CI, -0.13 to 0.13) cm
(inverse hyperbolic sine-transformed), and -7.0 (95% CI, -13.3 to -0.3) cm
, respectively. The overall treatment effects on CBF and TBV were not modified by baseline eGFR or UACR; however, the effect on WMLs was attenuated in participants with albuminuria (P = 0.04 for interaction).
Measurement variability due to multisite design.
Among adults with hypertension who have primarily early kidney disease, intensive versus standard BP treatment did not appear to have a detrimental effect on brain perfusion or structure. The findings support the safety of intensive BP treatment targets on brain health in persons with early kidney disease.
SPRINT was funded by the National Institutes of Health (including the National Heart, Lung, and Blood Institute; the National Institute of Diabetes and Digestive and Kidney Diseases; the National Institute on Aging; and the National Institute of Neurological Disorders and Stroke), and this substudy was funded by the National Institutes of Diabetes and Digestive and Kidney Diseases.
SPRINT was registered at ClinicalTrials.gov with study number NCT01206062
Genomic Classifiers in Personalized Prostate Cancer Radiation Therapy Approaches: A Systematic Review and Future Perspectives Based on International Consensus
No full textCurrent risk-stratification systems for prostate cancer (PCa) do not sufficiently reflect the disease heterogeneity. Genomic classifiers (GC) enable improved risk stratification after surgery, but less data exist for patients treated with definitive radiation therapy (RT) or RT in oligo-/metastatic disease stages. To guide future perspectives of GCs for RT, we conducted (1) a systematic review on the evidence of GCs for patients treated with RT and (2) a survey of experts using the Delphi method, addressing the role of GCs in personalized treatments to identify relevant fields of future clinical and translational research. We performed a systematic review and screened ongoing clinical trials on ClinicalTrials.gov. Based on these results, a multidisciplinary international team of experts received an adapted Delphi method survey. Thirty-one and 30 experts answered round 1 and round 2, respectively. Questions with ≥75% agreement were considered relevant and included in the qualitative synthesis. Evidence for GCs as predictive biomarkers is mainly available to the postoperative RT setting. Validation of GCs as prognostic markers in the definitive RT setting is emerging. Experts used GCs in patients with PCa with extensive metastases (30%), in postoperative settings (27%), and in newly diagnosed PCa (23%). Forty-seven percent of experts do not currently use GCs in clinical practice. Expert consensus demonstrates that GCs are promising tools to improve risk-stratification in primary and oligo-/metastatic patients in addition to existing classifications. Experts were convinced that GCs might guide treatment decisions in terms of RT-field definition and intensification/deintensification in various disease stages. This work confirms the value of GCs and the promising evidence of GC utility in the setting of RT. Additional studies of GCs as prognostic biomarkers are anticipated and form the basis for future studies addressing predictive capabilities of GCs to optimize RT and systemic therapy. The expert consensus points out future directions for GC research in the management of PCa