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GLM or (general linear model)

Elena García-Payá, Marta Fernández, Sergio Padilla, José A García, Catalina Robledano, Victoria Ortiz DE LA Tabla, Félix Gutiérrez, Mar Masiá
OBJECTIVE: The protective effect of ART has not yet been definitively established in men who have sex with men (MSM). We aimed to characterize the factors associated with persistent HIV-1 RNA rectal shedding. METHODS: Prospective study including virologically-suppressed MSM from an HIV cohort. High-resolution anoscopy (HRA) was performed for screening of anal dysplasia, and rectal sampling for HIV-1 RNA quantification and sexually-transmitted infections (STIs) investigation through multiplex PCR...
March 15, 2018: AIDS
María José Garcés Hernández, Miguel Klünder, Nayely Garibay Nieto, Juan Carlos López Alvarenga, Jenny Vilchis Gil, Samuel Flores Huerta, Rosa Quispe Siccha, Joselin Hernandez
OBJECTIVE: Visceral adiposity index (VAI) is a mathematical model associated with cardiometabolic risk in adults, but studies on children failed to support this association. Our group has proposed a pediatric VAI model using pediatric ranges, but it has not yet been evaluated and needs further adjustments. The objective of this study was to further adjust the proposed pediatric VAI by age, creating a new pediatric metabolic index (PMI), and assess the correlation of the PMI with insulin resistance indexes and hepatic enzymes...
March 2018: Endocrine Practice
Senda Sammoud, Alan Michael Nevill, Yassine Negra, Raja Bouguezzi, Helmi Chaabene, Younés Hachana
This study aimed to estimate the optimal body size, limb segment length, and girth or breadth ratios of 100-m breaststroke performance in youth swimmers. In total, 59 swimmers [male: n = 39, age = 11.5 (1.3) y; female: n = 20, age = 12.0 (1.0) y] participated in this study. To identify size/shape characteristics associated with 100-m breaststroke swimming performance, we computed a multiplicative allometric log-linear regression model, which was refined using backward elimination. Results showed that the 100-m breaststroke performance revealed a significant negative association with fat mass and a significant positive association with the segment length ratio (arm ratio = hand length/forearm length) and limb girth ratio (girth ratio = forearm girth/wrist girth)...
March 16, 2018: Pediatric Exercise Science
J Ryan Scott, Afton L Hassett, Andrew D Schrepf, Chad M Brummett, Richard E Harris, Daniel J Clauw, Steven E Harte
Objective: Moderate alcohol consumption has been associated with improved health outcomes including reduced risk of heart disease; however, less is known regarding alcohol's effects on chronic pain. The aim of this study was to assess associations between pain, fibromyalgia symptoms, and moderate alcohol use in a large chronic pain sample. Methods: A total of 2,583 new chronic pain patients presenting at a university pain clinic reported alcohol use and completed validated measures; 592 (23%) patients reported drinking, with 502 (85%) classified as moderate drinkers (females ≤7 and males ≤14 drinks/wk)...
March 13, 2018: Pain Medicine: the Official Journal of the American Academy of Pain Medicine
Jun Xi Liu, Shiu Lun Au Yeung, Man Ki Kwok, June Yue Yan Leung, Shi Lin Lin, Lai Ling Hui, Gabriel Matthew Leung, C Mary Schooling
Birth weight (BW) is inversely associated with diabetes and liver function in Mendelian Randomization studies. Observationally, lower BW is usually also associated with poorer liver function. However, these studies could be confounded by socioeconomic position. Here we assessed if BW is associated with liver function in a unique population with little socio-economic patterning of BW, using both instrumental variable and an observational analysis. We used instrumental variable analysis (IVA) to assess the association of BW with liver function (alanine transaminase (ALT), alkaline phosphatase (ALP), bilirubin, and albumin) at ~17 years with twin status as an instrumental variable in the prospective population-representative "Children of 1997" birth cohort (n = 8327)...
March 12, 2018: Preventive Medicine
Qihong Zou, Shuqin Zhou, Jing Xu, Zihui Su, Yuezhen Li, Yundong Ma, Hongqiang Sun, Changwei W Wu, Jia-Hong Gao
Rapid eye movement (REM) sleep has been frequently associated with dreaming. However, mounting evidence obtained from behavioral, pharmacological, and brain imaging studies suggests that REM sleep is not indicative of the dream report and may originate from diverse neural substrates in brain functionality. The aim of the current study was to investigate the functional systems associated with inter-individual differences in dream recall and REM sleep through assessments of the resting-state functional connectivity...
March 12, 2018: NeuroImage
Serguei V Feskov, Anatoly I Ivanov
An approach to the construction of diabatic free energy surfaces (FESs) for ultrafast electron transfer (ET) in a supramolecule with an arbitrary number of electron localization centers (redox sites) is developed, supposing that the reorganization energies for the charge transfers and shifts between all these centers are known. Dimensionality of the coordinate space required for the description of multistage ET in this supramolecular system is shown to be equal to N - 1, where N is the number of the molecular centers involved in the reaction...
March 14, 2018: Journal of Chemical Physics
Stephanie Elyse Ambrose, Julina Ongkasuwan, Kavita Dedhia, Gillian Ruth Diercks, Samantha Anne, Subhadra Shashidharan, Nikhila Raol
Importance: Vocal fold motion impairment (VFMI) is a known risk factor following congenital heart surgery (CHS). The impact of this diagnosis on utilization and outcomes is unknown. Objective: To evaluate the cost, postprocedure length of stay (PPLOS), and outcomes for neonates with VFMI after CHS. Design, Setting, and Participants: A cross-sectional analysis of the 2012 Kids' Inpatient Database (KID) of neonates who underwent CHS was carried out...
March 15, 2018: JAMA Otolaryngology—Head & Neck Surgery
Kosuke Ebina, Motomu Hashimoto, Wataru Yamamoto, Akira Ohnishi, Daijiro Kabata, Toru Hirano, Ryota Hara, Masaki Katayama, Shuzo Yoshida, Koji Nagai, Yonsu Son, Hideki Amuro, Kengo Akashi, Takanori Fujimura, Makoto Hirao, Keiichi Yamamoto, Ayumi Shintani, Atsushi Kumanogoh, Hideki Yoshikawa
The purpose of this study was to evaluate the retention and discontinuation reasons of seven biological disease-modifying antirheumatic drugs (bDMARDs) in a real-world setting of patients with rheumatoid arthritis (RA). 1,037 treatment courses with bDMARDs from 2009 to 2016 [female, 81.8%; baseline age, 59.6 y; disease duration 7.8 y; rheumatoid factor positivity 81.5%; Disease Activity Score in 28 joints using erythrocyte sedimentation rate (DAS28-ESR), 4.4; concomitant prednisolone 43.5% and methotrexate 68...
2018: PloS One
Elsa Desnoues, Michel Génard, Bénédicte Quilot-Turion, Valentina Baldazzi
The concentrations of sugars in fruit vary with fruit development, environment, and genotype. In general, there were weak correlations between the variations in sugar concentrations and the activities of enzymes directly related with the synthesis or degradation of sugars. This finding suggests that the relationships between enzyme activities and metabolites are often non-linear and are difficult to assess. To simulate the concentrations of sucrose, glucose, fructose and sorbitol during the development of peach fruits, a kinetic model of sugar metabolism was developed by taking advantage of recent profiling data...
March 15, 2018: Plant Journal: for Cell and Molecular Biology
Wei Wang, Yan Yan, Feiping Nie, Shuicheng Yan, Nicu Sebe
Graph-based dimensionality reduction techniques have been widely and successfully applied to clustering and classification tasks. The basis of these algorithms is the constructed graph which dictates their performance. In general, the graph is defined by the input affinity matrix. However, the affinity matrix derived from the data is sometimes suboptimal for dimension reduction as the data used are very noisy. To address this issue, we propose the projective unsupervised flexible embedding models with optimal graph (PUFE-OG)...
June 2018: IEEE Transactions on Image Processing: a Publication of the IEEE Signal Processing Society
Yasmine Mosleh, Martin Cajka, Bart Depreitere, Jos Vander Sloten, Jan Ivens
Oblique impact is the most common accident situation that occupants in traffic accidents or athletes in professional sports experience. During oblique impact, the human head is subjected to a combination of linear and rotational accelerations. Rotational movement is known to be responsible for traumatic brain injuries. In this article, composite foam with a column/matrix composite configuration is proposed for head protection applications to replace single-layer uniform foam, to better attenuate rotational movement of the head during oblique impacts...
March 1, 2018: Proceedings of the Institution of Mechanical Engineers. Part H, Journal of Engineering in Medicine
Timothy J Proctor, Paul A Knott, Jacob A Dunningham
We introduce a general model for a network of quantum sensors, and we use this model to consider the following question: When can entanglement between the sensors, and/or global measurements, enhance the precision with which the network can measure a set of unknown parameters? We rigorously answer this question by presenting precise theorems proving that for a broad class of problems there is, at most, a very limited intrinsic advantage to using entangled states or global measurements. Moreover, for many estimation problems separable states and local measurements are optimal, and can achieve the ultimate quantum limit on the estimation uncertainty...
February 23, 2018: Physical Review Letters
Richard H Singer, Mark Stoutenberg, Daniel J Feaster, Jianwen Cai, WayWay M Hlaing, Lisa R Metsch, Christian R Salazar, Shirley M Beaver, Tracy L Finlayson, Gregory Talavera, Marc D Gellman, Neil Schneiderman
BACKGROUND: Current evidence suggests that periodontal disease (PD) is associated with a significant increased risk of atherosclerotic cardiovascular disease (CVD) independent of known confounders. PD is a chronic oral disease with significant variation in prevalence demonstrated among Hispanic/Latino subgroups. The purpose of this study was to investigate the associations between PD and CVD risk and variations with sex, age, and Hispanic/Latino background. METHODS: The sample included 7,379 participants aged 30-74 years, from the Hispanic Community Health Study/Study of Latinos (2008 to 2011)...
March 14, 2018: Journal of Periodontology
H Andersson, L Sonnesen
AIMS: This was to compare sleepiness, occlusion, dental arch and palatal dimensions between children with attention deficit hyperactivity disorders (ADHD) and healthy children (control group). METHODS: 15 children with ADHD (10 boys, 5 girls, mean age 10.98 years) and 36 healthy age matched children (21 boys, 15 girls, mean age 10.60 years) were included. Intra-oral three-dimensional scans of the teeth and palate were performed to evaluate the occlusion, dental arch and palatal dimensions...
March 14, 2018: European Archives of Paediatric Dentistry: Official Journal of the European Academy of Paediatric Dentistry
Alireza Shahbabaie, Mitra Ebrahimpoor, Ali Hariri, Michael A Nitsche, Javad Hatami, Emad Fatemizadeh, Mohammad Ali Oghabian, Hamed Ekhtiari
Background: Transcranial direct current stimulation (tDCS) is a noninvasive brain stimulation tool suited to alter cortical excitability and activity via the application of weak direct electrical currents. An increasing number of studies in the addiction literature suggests that tDCS modulates subjective self-reported craving through stimulation of dorsolateral prefrontal cortex (DLPFC). The major goal of this study was to explore effects of bilateral DLPFC stimulation on resting state networks (RSNs) in association with drug craving modulation...
March 2018: Brain and Behavior
G Ström, S Boqvist, A Albihn, L-L Fernström, A Andersson Djurfeldt, S Sokerya, T Sothyra, U Magnusson
Background: Administration of antimicrobials to food-producing animals is regarded as a major contributor to the overall emergence of resistance in bacteria worldwide. However, few data are available on global antimicrobial use and resistance (AMR) in livestock, especially from low- and middle-income countries. Methods: We conducted a structured survey of 91 small-scale pig farms in the urban and peri-urban areas of Phnom Penh, Cambodia, to assess the farmers' knowledge, attitudes and practices related to antimicrobial use in their pig production...
2018: Antimicrobial Resistance and Infection Control
Michelle Livne, Jens K Boldsen, Irene K Mikkelsen, Jochen B Fiebach, Jan Sobesky, Kim Mouridsen
BACKGROUND AND PURPOSE: Stroke imaging is pivotal for diagnosis and stratification of patients with acute ischemic stroke to treatment. The potential of combining multimodal information into reliable estimates of outcome learning calls for robust machine learning techniques with high flexibility and accuracy. We applied the novel extreme gradient boosting algorithm for multimodal magnetic resonance imaging-based infarct prediction. METHODS: In a retrospective analysis of 195 patients with acute ischemic stroke, fluid-attenuated inversion recovery, diffusion-weighted imaging, and 10 perfusion parameters were derived from acute magnetic resonance imaging scans...
March 14, 2018: Stroke; a Journal of Cerebral Circulation
Wendy E Barrington, Shirley A A Beresford
To evaluate the success of dietary interventions, we need measures that are more easily assessed and closely aligned with intervention messaging. An index of obesogenic dietary behaviors (e.g., task-eating, servings of fruits and vegetables, fast food, and soft-drinks) may serve this purpose and could be derived via data-driven methods typically used to describe nutrient intake. We used behavioral and physical measurement (i.e., body mass index, waist circumference) data from a subset of two independent cross-sectional samples of employees at baseline (2005-2007) (n = 561) and follow-up (2007-2009) (n = 155) enrolled in Promoting Activity and Changes in Eating...
March 12, 2018: American Journal of Epidemiology
Arjun K Venkatesh, Changqin Wang, Yongfei Wang, Faseeha Altaf, Susannah M Bernheim, Leora Horwitz
BACKGROUND: Hospital readmission rates are publicly reported by the Centers for Medicare & Medicaid Services (CMS); however, the implications of emergency department (ED) visits following hospital discharge on readmissions are uncertain. We describe the frequency, diagnoses, and hospital-level variation in ED visitation following hospital discharge, including the relationship between risk-standardized ED visitation and readmission rates. METHODS: This is a cross-sectional analysis of Medicare beneficiaries hospitalized for acute myocardial infarction (AMI), heart failure, and pneumonia between July 2011 and June 2012...
March 15, 2018: Journal of Hospital Medicine: An Official Publication of the Society of Hospital Medicine
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