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Drug prediction

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https://www.readbyqxmd.com/read/28227912/a-hybrid-discrete-continuous-model-of-in-vitro-spheroid-tumor-growth-and-drug-response
#1
Giorgos Tzedakis, Evangelos Liapis, Eleftheria Tzamali, Giannis Zacharakis, Vangelis Sakkalis, Giorgos Tzedakis, Evangelos Liapis, Eleftheria Tzamali, Giannis Zacharakis, Vangelis Sakkalis, Giannis Zacharakis, Vangelis Sakkalis, Evangelos Liapis, Giorgos Tzedakis, Eleftheria Tzamali
Anti-cancer therapy efficacy in solid tumors mainly depends on drug transportation through the vasculature system and the extracellular matrix, on diffusion gradients and clonal heterogeneity within the tumor mass, as well as on the responses of the individual tumor cells to drugs and their interactions with each other and their local microenvironment. In this work, we develop a mathematical predictive model for tumor growth and drug response based on 3D spheroids experiments that possess several in vivo features of tumors and are considered better for drug screening...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28227675/investigating-an-alternative-ring-design-of-transducer-arrays-for-tumor-treating-fields-ttfields
#2
Mario Macedo, Cornelia Wenger, Ricardo Salvador, Sofia R Fernandes, Pedro C Miranda, Mario Macedo, Cornelia Wenger, Ricardo Salvador, Sofia R Fernandes, Pedro C Miranda, Sofia R Fernandes, Pedro C Miranda, Cornelia Wenger, Ricardo Salvador, Mario Macedo
Tumor treating fields (TTFields) is a therapy that inhibits cell proliferation and has been approved by the U.S Food and Drug Administration (FDA) for the treatment of Glioblastoma Multiforme. This anti-mitotic technique works non-invasively and regionally, and is associated with less toxicity and a better quality of life. Currently a device called Optune™ is clinically used which works with two perpendicular and alternating array pairs each consisting of 3×3 transducers. The aim of this study is to investigate a theoretical alternative array design which consists of two rings of 16 transducers and thus permits various field directions...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28227436/a-microdosimetry-study-for-a-realistic-shaped-nucleus
#3
A Denzi, J A A Escobar, C Nasta, C Merla, B Benassi, C Consales, F Apollonio, M Liberti, A Denzi, J A A Escobar, C Nasta, C Merla, B Benassi, C Consales, F Apollonio, M Liberti, C Nasta, B Benassi, J A A Escobar, M Liberti, C Merla, C Consales, F Apollonio, A Denzi
In the last decades, the effects of ultrashort pulsed electric fields have been investigated demonstrating their capability to be involved in a great number of medical applications (e.g. cancer, gene electrotransfer, drug delivery, electrofusion). In particular, experiments in literature demonstrate that internal structures can be involved when pulse duration is reduced. Up to now, the mechanism that permits the electroporation phenomenon has not been completely understood and hence atomistic, microdosimetry and dosimetry models have been developed to help in this field...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28227226/learning-approaches-to-improve-prediction-of-drug-sensitivity-in-breast-cancer-patients
#4
Turki Turki, Zhi Wei, Turki Turki, Zhi Wei, Turki Turki, Zhi Wei
Predicting drug response to cancer disease is an important problem in modern clinical oncology that attracted increasing recent attention from various domains such as computational biology, machine learning, and data mining. Cancer patients respond differently to each cancer therapy owing to disease diversity, genetic factors, and environmental causes. Thus, oncologists aim to identify the effective therapies for cancer patients and avoid adverse drug reactions in patients. By predicting the drug response to cancer, oncologists gain full understanding of the effective treatments on each patient, which leads to better personalized treatment...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28227141/deep-neural-network-architectures-for-forecasting-analgesic-response
#5
Paul Nickerson, Patrick Tighe, Benjamin Shickel, Parisa Rashidi, Paul Nickerson, Patrick Tighe, Benjamin Shickel, Parisa Rashidi, Parisa Rashidi, Paul Nickerson, Patrick Tighe, Benjamin Shickel
Response to prescribed analgesic drugs varies between individuals, and choosing the right drug/dose often involves a lengthy, iterative process of trial and error. Furthermore, a significant portion of patients experience adverse events such as post-operative urinary retention (POUR) during inpatient management of acute postoperative pain. To better forecast analgesic responses, we compared conventional machine learning methods with modern neural network architectures to gauge their effectiveness at forecasting temporal patterns of postoperative pain and analgesic use, as well as predicting the risk of POUR...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28226865/electrical-resistance-increases-at-the-tissue-electrode-interface-as-an-early-response-to-nucleus-accumbens-deep-brain-stimulation
#6
Rajas P Kale, Abbas Z Kouzani, Julian Berk, Ken Walder, Michael Berk, Susannah J Tye, Rajas P Kale, Abbas Z Kouzani, Julian Berk, Ken Walder, Michael Berk, Susannah J Tye, Julian Berk, Michael Berk, Susannah J Tye, Abbas Z Kouzani, Rajas P Kale, Ken Walder
The therapeutic actions of deep brain stimulation are not fully understood. The early inflammatory response of electrode implantation is associated with symptom relief without electrical stimulation, but is negated by anti-inflammatory drugs. Early excitotoxic necrosis and subsequent glial scarring modulate the conductivity of the tissue-electrode interface, which can provide some detail into the inflammatory response of individual patients. The feasibility of this was demonstrated by measuring resistance values across a bipolar electrode which was unilaterally implanted into the nucleus accumbens of a rat while receiving continuous deep brain stimulation with a portable back-mounted device using clinical parameters (130Hz, 200μA, 90μs) for 3 days...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28226644/examining-the-effect-of-mgso4-on-sharp-wave-transient-activity-in-the-hypoxic-ischemic-fetal-sheep-model
#7
Meherzad J Lakadia, Hamid Abbasi, Alistair J Gunn, Charles P Unsworth, Laura Bennet, Meherzad J Lakadia, Hamid Abbasi, Alistair J Gunn, Charles P Unsworth, Laura Bennet, Laura Bennet, Hamid Abbasi, Alistair J Gunn, Meherzad J Lakadia, Charles P Unsworth
Hypoxic-ischemic encephalopathy (HIE) due to lack of oxygen is a debilitating disorder experienced by a significant number of preterm infants during birth. Studies show that the brain undergoes different phases of injury following hypoxic insult, but the first 6-8 hours (known as a latent phase) are the key to treatment efficacy. Cerebral hypothermia is one known treatment, and for it to be effective it must be started during the latent phase and continued for several days. In order to determine the effectiveness of treatment it is important to pinpoint the time of insult...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28226555/an-ultrasonically-powered-implantable-device-for-targeted-drug-delivery
#8
Jayant Charthad, Spyridon Baltsavias, Devleena Samanta, Ting Chia Chang, Marcus J Weber, Niloufar Hosseini-Nassab, Richard N Zare, Amin Arbabian, Jayant Charthad, Spyridon Baltsavias, Devleena Samanta, Ting Chia Chang, Marcus J Weber, Niloufar Hosseini-Nassab, Richard N Zare, Amin Arbabian, Spyridon Baltsavias, Marcus J Weber, Devleena Samanta, Richard N Zare, Ting Chia Chang, Niloufar Hosseini-Nassab, Jayant Charthad, Amin Arbabian
A wirelessly powered implantable device is proposed for fully programmable and localized drug delivery. The implant is powered using an external ultrasonic transmitter and operates at <; 5% of the FDA diagnostic ultrasound intensity limit. Drug release is achieved through electrical stimulation of drug-loaded polypyrrole nanoparticles. A design methodology for the implant electronics is presented and experimentally demonstrated to be accurate in predicting the concentration of the released drug. To the best of our knowledge, this is the first ultrasonically powered implantable device platform for targeted drug delivery using electroresponsive polymers...
August 2016: Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society
https://www.readbyqxmd.com/read/28226400/population-pharmacokinetics-and-pharmacodynamic-target-attainment-of-ampicillin-in-neonates-with-hypoxemic-ischemic-encephalopathy-in-the-setting-of-controlled-hypothermia
#9
Jeffrey J Cies, Keri N Fugarolas, Wayne S Moore, Robert W Mason, Ogechukwu R Menkiti
STUDY OBJECTIVE: To describe the population pharmacokinetics and pharmacodynamic target attainment of ampicillin in neonates with hypoxic-ischemic encephalopathy (HIE) undergoing controlled hypothermia (CH). DESIGN: Prospective, open-label pharmacokinetic study. SETTING: 189-bed, freestanding children's tertiary care teaching hospital. PATIENTS: Thirteen neonates (three females, 10 males) with HIE encephalopathy receiving CH and ampicillin 100 mg/kg/dose intravenously every 8 hours who were admitted to the neonatal intensive care unit between May 2013 and June 2014...
February 22, 2017: Pharmacotherapy
https://www.readbyqxmd.com/read/28226334/prescription-opioid-abuse-in-chronic-pain-an-updated-review-of-opioid-abuse-predictors-and-strategies-to-curb-opioid-abuse-part-2
#10
Alan D Kaye, Mark R Jones, Adam M Kaye, Juan G Ripoll, Donald E Jones, Vincent Galan, Burton D Beakley, Frank Calixto, Jamie L Bolden, Richard D Urman, Laxmaiah Manchikanti
Chronic pain and prescription opioid abuse are extremely prevalent in the United States and worldwide. The consequences of opioid misuse can be life-threatening with significant morbidity and mortality, exacting a heavy toll on patients, physicians, and society. The risk for misuse of prescribed opioids is much higher in patients with chronic pain, especially those with concurrent substance use and /or mental health disorders. Several reasons can account for the occurrence of opioid abuse and misuse, including self-medication, use for reward, compulsive use related to addiction, and diversion for profit...
February 2017: Pain Physician
https://www.readbyqxmd.com/read/28226333/prescription-opioid-abuse-in-chronic-pain-an-updated-review-of-opioid-abuse-predictors-and-strategies-to-curb-opioid-abuse-part-1
#11
Alan D Kaye, Mark R Jones, Adam M Kaye, Juan G Ripoll, Vincent Galan, Burton D Beakley, Frank Calixto, Jamie L Bolden, Richard D Urman, Laxmaiah Manchikanti
Chronic pain and prescription opioid abuse are extremely prevalent both in this country and worldwide. Consequences of opioid misuse can be life-threatening with significant morbidity and mortality, exacting a heavy toll on patients, physicians, and society. Individuals with chronic pain and co-occurring substance use disorders and/or mental health disorders, are at a higher risk for misuse of prescribed opioids. Opioid abuse and misuse occurs for a variety of reasons, including self-medication, use for reward, compulsive use because of addiction, and diversion for profit...
February 2017: Pain Physician
https://www.readbyqxmd.com/read/28226274/mortality-morbidity-and-refractoriness-prediction-in-status-epilepticus-comparison-of-stess-and-emse-scores
#12
Giada Giovannini, Giulia Monti, Manuela Tondelli, Andrea Marudi, Franco Valzania, Markus Leitinger, Eugen Trinka, Stefano Meletti
PURPOSE: Status epilepticus (SE) is a neurological emergency, characterized by high short-term morbidity and mortality. We evaluated and compared two scores that have been developed to evaluate status epilepticus prognosis: STESS (Status Epilepticus Severity Score) and EMSE (Epidemiology based Mortality score in Status Epilepticus). METHODS: A prospective observational study was performed on consecutive patients with SE admitted between September 2013 and August 2015...
February 7, 2017: Seizure: the Journal of the British Epilepsy Association
https://www.readbyqxmd.com/read/28225654/germicidal-efficacy-and-mammalian-skin-safety-of-222-nm-uv-light
#13
Manuela Buonanno, Brian Ponnaiya, David Welch, Milda Stanislauskas, Gerhard Randers-Pehrson, Lubomir Smilenov, Franklin D Lowy, David M Owens, David J Brenner
We have previously shown that 207-nm ultraviolet (UV) light has similar antimicrobial properties as typical germicidal UV light (254 nm), but without inducing mammalian skin damage. The biophysical rationale is based on the limited penetration distance of 207-nm light in biological samples (e.g. stratum corneum) compared with that of 254-nm light. Here we extended our previous studies to 222-nm light and tested the hypothesis that there exists a narrow wavelength window in the far-UVC region, from around 200-222 nm, which is significantly harmful to bacteria, but without damaging cells in tissues...
February 22, 2017: Radiation Research
https://www.readbyqxmd.com/read/28224948/predictors-of-warfarin-dose-requirements-in-south-african-patients-attending-an-anticoagulation-clinic
#14
Elise Schapkaitz, Johanna Sithole
INTRODUCTION: Warfarin is the most common oral anticoagulant for the treatment and prevention of thromboembolic disease. However, it has a wide interpatient variability in dose requirements due to various genetic and clinical factors. MATERIALS AND METHODS: This study investigated the effect of clinical and genetic factors on the variability of warfarin dose requirements in 147 South African patients (81 white and 66 black). The study was performed at a University Hospital Anticoagulation Clinic managed by nursing sisters at the Charlotte Maxeke Johannesburg Academic Hospital...
March 2017: Journal of Vascular Nursing: Official Publication of the Society for Peripheral Vascular Nursing
https://www.readbyqxmd.com/read/28224699/comparison-of-four-criteria-for-potentially-inappropriate-medications-in-brazilian-community-dwelling-older-adults
#15
Priscila Horta Novaes, Danielle Teles da Cruz, Alessandra Lamas Granero Lucchetti, Isabel Cristina Gonçalves Leite, Giancarlo Lucchetti
AIM: To compare four potentially inappropriate medication (PIM) criteria from different regions of the world in terms of their characteristics, concordance, sensitivity, specificity and predictive values in a community-dwelling sample. METHODS: A cross-sectional, observational, epidemiological study was carried out by a door-to-door survey in a Brazilian city. The following PIM criteria were applied: Beers-2015, Screening Tool of Older People's Potentially Inappropriate Prescriptions (STOPP)-2015, The European Union (EU)(7)-PIM list and Taiwan criteria...
February 22, 2017: Geriatrics & Gerontology International
https://www.readbyqxmd.com/read/28224698/determinants-of-the-magnitude-of-interaction-between-tacrolimus-and-voriconazole-posaconazole-in-solid-organ-recipients
#16
Thomas Vanhove, Hanneke Bouwsma, Luuk Hilbrands, Jesse J Swen, Isabel Spriet, Pieter Annaert, Bart Vanaudenaerde, Geert Verleden, Robin Vos, Dirk R J Kuypers
Administration of azole antifungals to tacrolimus-treated solid organ recipients results in a major drug-drug interaction characterized by increased exposure to tacrolimus. The magnitude of this interaction is highly variable but cannot currently be predicted. We performed a retrospective analysis of 126 solid organ recipients (95 lung, 31 kidney) co-treated with tacrolimus and voriconazole (n=100) or posaconazole (n=26). Predictors of the change in tacrolimus dose-corrected trough concentrations (C/D) between baseline and tacrolimus - azole co-therapy were assessed using linear mixed modeling...
February 21, 2017: American Journal of Transplantation
https://www.readbyqxmd.com/read/28224645/clinical-decision-support-systems-differ-in-their-ability-to-identify-clinically-relevant-drug-interactions-of-immunosuppressants-in-kidney-transplant-patients
#17
J Amkreutz, A Koch, L Buendgens, C Trautwein, A Eisert
WHAT IS KNOWN AND OBJECTIVE: In kidney transplant patients, clinically relevant drug-drug interactions (DDIs) with immunosuppressants potentially lead to serious adverse drug events (ADEs). The aim of this study was (i) to show that five clinical decision support systems (CDSSs) differ in their ability to identify clinically relevant potential DDIs (pDDIs) of immunosuppressants in kidney transplant patients and (ii) to compare CDSSs in terms of their ability to identify clinically relevant pDDIs in this context...
February 21, 2017: Journal of Clinical Pharmacy and Therapeutics
https://www.readbyqxmd.com/read/28224490/predicting-beta-barrel-transmembrane-proteins-using-hmms
#18
Georgios N Tsaousis, Stavros J Hamodrakas, Pantelis G Bagos
Transmembrane beta-barrels (TMBBs) constitute an important structural class of membrane proteins located in the outer membrane of gram-negative bacteria, and in the outer membrane of chloroplasts and mitochondria. They are involved in a wide variety of cellular functions and the prediction of their transmembrane topology, as well as their discrimination in newly sequenced genomes is of great importance as they are promising targets for antimicrobial drugs and vaccines. Several methods have been applied for the prediction of the transmembrane segments and the topology of beta barrel transmembrane proteins utilizing different algorithmic techniques...
2017: Methods in Molecular Biology
https://www.readbyqxmd.com/read/28224435/factors-associated-with-trait-anger-level-of-juvenile-offenders-in-hubei-province-a-binary-logistic-regression-analysis
#19
Li-Na Tang, Xiao-Zhou Ye, Qiu-Ge Yan, Hong-Juan Chang, Yu-Qiao Ma, De-Bin Liu, Zhi-Gen Li, Yi-Zhen Yu
The risk factors of high trait anger of juvenile offenders were explored through questionnaire study in a youth correctional facility of Hubei province, China. A total of 1090 juvenile offenders in Hubei province were investigated by self-compiled social-demographic questionnaire, Childhood Trauma Questionnaire (CTQ), and State-Trait Anger Expression Inventory-II (STAXI-II). The risk factors were analyzed by chi-square tests, correlation analysis, and binary logistic regression analysis with SPSS 19.0. A total of 1082 copies of valid questionnaires were collected...
February 2017: Journal of Huazhong University of Science and Technology. Medical Sciences
https://www.readbyqxmd.com/read/28224315/modeling-of-free-fatty-acid-dynamics-insulin-and-nicotinic-acid-resistance-under-acute-and-chronic-treatments
#20
Robert Andersson, Tobias Kroon, Joachim Almquist, Mats Jirstrand, Nicholas D Oakes, Neil D Evans, Michael J Chappel, Johan Gabrielsson
Nicotinic acid (NiAc) is a potent inhibitor of adipose tissue lipolysis. Acute administration results in a rapid reduction of plasma free fatty acid (FFA) concentrations. Sustained NiAc exposure is associated with tolerance development (drug resistance) and complete adaptation (FFA returning to pretreatment levels). We conducted a meta-analysis on a rich pre-clinical data set of the NiAc-FFA interaction to establish the acute and chronic exposure-response relations from a macro perspective. The data were analyzed using a nonlinear mixed-effects framework...
February 21, 2017: Journal of Pharmacokinetics and Pharmacodynamics
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