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    Subcutaneous insulin administration by deep reinforcement learning for blood glucose level control of type-2 diabetic patients

    , Article Computers in Biology and Medicine ; Volume 148 , 2022 ; 00104825 (ISSN) Raheb, M. A ; Niazmand, V. R ; Eqra, N ; Vatankhah, R ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    Background: Type-2 diabetes mellitus is characterized by insulin resistance and impaired insulin secretion in the human body. Many endeavors have been made in terms of controlling and reducing blood glucose via the medium of automated controlling tools to increase precision and efficiency and reduce human error. Recently, reinforcement learning algorithms are proved to be powerful in the field of intelligent control, which was the motivation for the current study. Methods: For the first time, a reinforcement algorithm called normalized advantage function (NAF) algorithm has been applied as a model-free reinforcement learning method to regulate the blood glucose level of type-2 diabetic... 

    Nonenzymatic sweat-based glucose sensing by flower-like au nanostructures/graphene oxide

    , Article ACS Applied Nano Materials ; Volume 5, Issue 9 , 2022 , Pages 13361-13372 ; 25740970 (ISSN) Asen, P ; Esfandiar, A ; Kazemi, M ; Sharif University of Technology
    American Chemical Society  2022
    Abstract
    The development of a nonenzymatic glucose sensor working in real human body conditions through a noninvasive sampling approach has attracted considerable attention. Hence, this work focuses on the development of a new nonenzymatic glucose sensor based on flower-like Au nanostructures (F-AuNTs) and graphene oxide (GO) as a supporting matrix. The F-AuNTs-GO hybrid was synthesized by simple drop casting of the GO suspension onto the graphite sheet (GS) followed by electrodeposition of F-AuNTs on GO nanosheets at 3 V in a two-electrode system. The electrocatalytic activity of the F-AuNTs-GO/GS sensor toward glucose electrooxidation was initially evaluated in a 0.1 M buffer phosphate solution (pH... 

    Direct decoration of carbon nanohorns with binary nickel-cobalt sulfide nanosheets towards non-enzymatic glucose sensing in human fluids

    , Article Electrochimica Acta ; Volume 428 , 2022 ; 00134686 (ISSN) Kachouei, M. A ; Hekmat, F ; Wang, H ; Amaratunga, G. A. J ; Unalan, H. E ; Shahrokhian, S ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    A highly controllable, green, and rapid strategy is demonstrated for fabricating of highly sensitive non-enzymatic glucose sensing platforms. Carbon nanohorns (CNHs) were decorated onto the screen-printed electrodes. Binary nickel-cobalt sulfide (NiCo-S) nanosheets (NSs) were then deposited on CNH-casted electrodes by a facile and scalable method. Following detailed structural characterization and the electrocatalytic activity of the fabricated NiCo-S/CNH electrodes towards electro-oxidation of glucose was examined in detail. The proposed electrodes operated within two distinct linear dynamic ranges of 0.001- 0.330 mM and 0.330 - 4.53 mM with sensitivities of 1842 µA.mM−1.cm−2 and 854... 

    Fullerene C60 nanoparticle attenuates pain and tumor necrosis factor-α protein expression in the hippocampus following diabetic neuropathy in rats

    , Article Physiology and Pharmacology (Iran) ; Volume 26, Issue 4 , 2022 , Pages 451-458 ; 24765236 (ISSN) Namdar, F ; Bahrami, F ; Bahari, Z ; Ghanbari, B ; Shahyad, S ; Mohammadi, M. T ; Sharif University of Technology
    Iranian Society of Physiology and Pharmacology  2022
    Abstract
    Introduction: Diabetic neuropathy is a common complication of diabetes mellitus. It is associated with nerve damage due to oxidative stress and high levels of pro-inflammatory mediators. In the present study, we examined the anti-nociceptive effects of Fullerene nanoparticle, as a potent anti-oxidant, during diabetic neuropathy. Methods: Diabetes mellitus induced through injection of streptozotocin (STZ) (40 mg/kg). Four groups were used in the study as follows: the control, control+fullerene, diabetes, and diabetes +fullerene groups. All four groups received sesame oil. Treatment rats received fullerene C60 (1mg/kg/day) for 9 weeks by intra-gastric gavage. Then, cold allodynia, histology,... 

    Design of ionic liquids containing glucose and choline as drug carriers, finding the link between QM and MD studies

    , Article Scientific Reports ; Volume 12, Issue 1 , 2022 ; 20452322 (ISSN) Kalhor, S ; Fattahi, A ; Sharif University of Technology
    Nature Research  2022
    Abstract
    Designing drug delivery systems for therapeutic compounds whose receptors are located in the cytosol of cells is challenging as a bilayer cell membrane is negatively charged. The newly designed drug delivery systems should assist the mentioned drugs in passing the membrane barriers and achieving their targets. This study concentrated on developing novel ionic liquids (ILs) that interact effectively with cell membranes. These ILs are based on glucose-containing choline and are expected to be non-toxic. The binding energies of the known pharmaceutically active ionic liquids were calculated at the B3LYP/6-311++G(d,p) level in the gas phase and compared with those of our newly designed... 

    Design of the micropump and mass-transfer compartment of a microfluidic system for regular nonenzymatic glucose measurement

    , Article Biotechnology Reports ; Volume 34 , 2022 ; 2215017X (ISSN) Najmi, A ; Saidi, M. S ; Kazemzadeh Hannani, S ; Sharif University of Technology
    Elsevier B.V  2022
    Abstract
    The aim of this paper is to design and numerically simulate the mass-transfer compartment and piezoelectric micropump of an implantable integrated microfluidic device for regular microdialysis-based nonenzymatic measurement of glucose level in diabetic patients. The device function is based on the process that the piezoelectric micropump pumps the dialysis fluid into the mass-transfer compartment microchannels, where the interstitial fluid (ISF) glucose diffusion into this dialysis fluid gives it a glucose content, then detected and measured in the sensor section. This diffusion takes place through the semipermeable membranes located in the microchannels at the base of the hollow... 

    Comparative study of commercial media to improve GMP manufacturing of recombinant human interferon β-1a by CHO cells in perfusion bioreactor

    , Article Cytotechnology ; Volume 74, Issue 6 , 2022 , Pages 669-680 ; 09209069 (ISSN) Sedighikamal, H ; Karimi Mostofi, R ; Sattarzadeh, A ; Shahbazi, M ; Aghazadeh, H ; Sharif University of Technology
    Springer Science and Business Media B.V  2022
    Abstract
    Chinese hamster ovary cells are the main cellular factories for production of a wide range of recombinant proteins in biopharmaceutical industry. Recombinant human Interferon beta-1a (rh-IFN β-1a), as a cytokine is broadly used to treat multiple sclerosis. In this work, the cell line producing rh-IFN β-1a was studied to improve cell density along with the specific expression. For this reason different cell culture experiments were done using different commercial serum-free media to find the appropriate media providing higher cell density. It was shown DMEMF12, DMEM:ProCHO5, and CHO-S-SFM II led to higher cell density and shorter doubling time. Next, using these media, fed-batch, and... 

    Exergy cost analysis of soil-plant system

    , Article International Journal of Exergy ; Volume 38, Issue 3 , 2022 , Pages 293-319 ; 17428297 (ISSN) Ledari, M. B ; Saboohi, Y ; Valero, A ; Azamian, S ; Sharif University of Technology
    Inderscience Publishers  2022
    Abstract
    In this paper, inspired by a gas turbine power plant, the interaction between plant-soil processes has been simulated. It is aimed to indicate that solar energy in the photosynthesis process is equivalent to the fuel in combustion chambers. In the glucose production process, when solar exergy is considered as a fuel, 99.4% of total exergy cost is supplied by solar exergy and only 0.6% of the exergy cost is provided by nutrients’ content. In general, 30% of the total exergy entering the Calvin cycle is consumed in glucose production and the remaining 70% is related to biomass generation (as flue gas in the gas turbine). Moreover, 98% of the total exergy cost of the soil box is related to... 

    Delay-Independent regulation of blood glucose for type-1 diabetes mellitus patients via an observer-based predictor feedback approach by considering quantization constraints

    , Article European Journal of Control ; Volume 63 , 2022 , Pages 240-252 ; 09473580 (ISSN) Golestani, F ; Tavazoei, M. S ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    Diabetes, as a widespread chronic disease, is caused by the increase of blood glucose concentration (BGC) due to pancreatic insulin production failure and/or insulin resistance in the body. The artificial pancreas (AP) known as a closed-loop insulin delivery control system consists of a glucose sensor for BGC measurement, a control algorithm for calculation of exogenous insulin delivery rate (IDR), and an insulin infusion pump. The AP provides a closed-loop glucose-insulin regulatory system for type-1 diabetes mellitus (T1DM) patients in order to effectively reduce the high BGC level. In this paper, we aim to design a controller in order to regulate the BGC of T1DM patients at its basal... 

    Computational insight into networking H-bonds in open and cyclic forms of glucose

    , Article Journal of Physical Organic Chemistry ; Volume 35, Issue 1 , 2022 ; 08943230 (ISSN) Kotena, Z. M ; Fattahi, A ; Sharif University of Technology
    John Wiley and Sons Ltd  2022
    Abstract
    We have studied the intramolecular H-bonds existing in cyclic and open forms of glucose using B3LYP/6-311++G(d,p) level, AIM, and NBO methods. The theoretical results indicated that based on acidity values, (ΔHacid), glucose in the open form is more acidic than cyclic form. The acidity values for open and cyclic glucose (332 and 338 kcal/mol) exhibit significantly lower values (i.e., stronger acid) than the reported acidity values for α-/ß-anomers of D-glucopyranose and simple alcohols. Because their conjugate bases are more stabilized through trifurcated and bifurcated intramolecular H-bonds. AIM analysis showed normal H-bonds in the conjugate bases of open glucose (O-Glc), bifurcated, and... 

    Morphology control in oxygen-rich nanotubular titania for enzyme-free glucose detection

    , Article Surfaces and Interfaces ; Volume 28 , 2022 ; 24680230 (ISSN) Saadati, A ; Naseri, N ; Sharif University of Technology
    Elsevier B.V  2022
    Abstract
    The necessity of research in food and nutrition and the emergence of diabetes mellitus call for fast and efficient glucose detection. Here, series of highly sensitive non-enzymatic photoelectrochemical glucose sensor based on engineered titanium dioxide nanotube arrays has been synthesized using a simple electrochemical approach to tune nanotubes morphology in a way that the highest sensitivity factor (525.5 µAmM−1cm−2) and saturation concentrations (0.18 mM) achieved in the photoelectrochemical sensor. The formation of oxygen-rich titanium oxide was confirmed by several techniques. Dependent on the growth condition, nanotube length changed from 1.9 to 8.4 µm while their inner diameter... 

    Green products from herbal medicine wastes by subcritical water treatment

    , Article Journal of Hazardous Materials ; Volume 424 , 2022 ; 03043894 (ISSN) Jouyandeh, M ; Tavakoli, O ; Sarkhanpour, R ; Sajadi, S. M ; Zarrintaj, P ; Rabiee, N ; Akhavan, O ; Lima, E. C ; Saeb, M. R ; Sharif University of Technology
    Elsevier B.V  2022
    Abstract
    Herbal medicine wastes (HMWs) are byproducts of medicine factories, which are mainly landfilled for their environmental problems. Only bearing in mind the contamination and concerns caused by the COVID-19 pandemic and environmental emissions, the worth of herbal medicine wastes management and conversion to green products can be understood. In this work, subcritical water treatment was carried out batch-wise in a stainless tube reactor in the pressure range of 0.792–30.0 MPa, varying the temperature (127–327 °C) and time (1–60 min) of extraction. This resulted in new and green material sources, including organic acids, amino acids, and sugars. Amazingly, at very low extraction times (below 5... 

    Multicomponent nanoparticles as means to improve anaerobic digestion performance

    , Article Chemosphere ; Volume 283 , 2021 ; 00456535 (ISSN) Baniamerian, H ; Ghofrani Isfahani, P ; Tsapekos, P ; Alvarado Morales, M ; Shahrokhi, M ; Angelidaki, I ; Sharif University of Technology
    Elsevier Ltd  2021
    Abstract
    Sufficient quantity of trace metals is essential for a well performing anaerobic digestion (AD) process. Among the essential trace elements in active sites of multiple important enzymes for AD are iron and nickel ions. In the present study, iron and nickel in the form of Fe2O3 and NiO were coated on TiO2 nanoparticles to be used in batch and continuous operation mode. The effect of TiO2, Fe2O3–TiO2, and NiO–TiO2 nanoparticles on each step of AD process was assessed utilizing simple substrates (i.e. cellulose, glucose, acetic acid, and mixture of H2–CO2) as well as complex ones (i.e. municipal biopulp). The hydrolysis rate of cellulose substrate increased with higher dosages of the coated... 

    A multi-objective optimal insulin bolus advisor for type 1 diabetes based on personalized model and daily diet

    , Article Asia-Pacific Journal of Chemical Engineering ; Volume 16, Issue 4 , 2021 ; 19322135 (ISSN) Fakhroleslam, M ; Bozorgmehry Boozarjomehry, R ; Sharif University of Technology
    John Wiley and Sons Ltd  2021
    Abstract
    We proposed a personalized bolus advisor for patients with type 1 diabetes (T1D). A bolus advisor is a decision support system that recommends insulin doses based on an open-loop model-based optimization. To construct the bolus advisor, the optimal open-loop control of blood glucose (BG) concentration in T1D patients was represented as a multi-objective optimization problem. The insulin types, doses, and times for each injection were provided by the bolus advisor based on a personalized model and an average daily diet, which should be re-tuned frequently in specific time intervals. The constructed personalized model for T1D patients incorporates effects of the patient's age and body weight.... 

    Simulation of continuous catalytic conversion of glycerol into lactic acid in a microreactor system: A CFD study

    , Article Journal of Industrial and Engineering Chemistry ; Volume 104 , 2021 , Pages 258-271 ; 1226086X (ISSN) Jalal Sahandi, P ; Kazemeini, M ; Sadjadi, S ; Sharif University of Technology
    Korean Society of Industrial Engineering Chemistry  2021
    Abstract
    Hand in hand with the flourish of the biodiesel industry, glycerol (GLY) as an inconvenient by-product has generated environmental and sustainability concerns. Devising measures for efficient transformation of GLY into value-added products is a promising solution. In this contribution, the transformation of GLY to lactic acid (LA) as a valuable chemical was investigated in a continuous process for industrial applications. In this regard, a catalytic method using heterogeneous Cu nanoparticles in NaOH solution was studied in a microreactor by a CFD simulation. A seven-inlet micromixer comprising an optimized mixing unit was incorporated for uniform distribution of the species. The effects of... 

    Efficient electrocatalytic oxidation of water and glucose on dendritic-shaped multicomponent transition metals/spongy graphene composites

    , Article Electrochimica Acta ; Volume 386 , 2021 ; 00134686 (ISSN) Nourmohammadi Khiarak, B ; Mohammadi, R ; Mojaddami, M ; Rahmati, R ; Hemmati, A ; Simchi, A ; Sharif University of Technology
    Elsevier Ltd  2021
    Abstract
    To improve the efficiency of electrochemical processes for environmental remediation, we present a new type of hybrid nanomaterials based on leaf-like copper-based quaternary transition metals and spongy monolayer graphene. To demonstrate the functionality of the hybrid electrocatalyst, fast and competent electrooxidation of water and glucose is shown. The mechanism of improved catalysis is ascribed to the synergetic catalytic effect of quaternary Cu-Ni-Fe-Co alloy with dendritic morphology along with the highly conductive and spongy structure of the graphene monolayer. It is shown that water oxidation can be performed at a low overpotential of 315 mV to reach a current denisty of 100 mA... 

    Facile preparation of a highly sensitive non-enzymatic glucose sensor based on the composite of Cu(OH)2 nanotubes arrays and conductive polypyrrole

    , Article Microchemical Journal ; Volume 169 , 2021 ; 0026265X (ISSN) Manafi Yeldaghermani, R ; Shahrokhian, S ; Hafezi Kahnamouei, M ; Sharif University of Technology
    Elsevier Inc  2021
    Abstract
    A novel amperometric non-enzymatic glucose sensor is designed by the facile preparation method. It is made by electrodeposition of Cu clusters and converting them to Cu(OH)2 nanotubes (Cu(OH)2NTs) arrays along with thin-film electro-polymerized of spindle-shaped polypyrrole (PPy@Cu(OH)2NTs), which have been doped by using sodium Benzene-1,3-disulfonate as an anion dopant. Various electrochemical methods investigate the electrochemical performance of the modified electrode toward glucose detection. Under the optimized conditions, a significant electrochemical response improvement is observed toward the electro-oxidation of glucose on the PPy@Cu(OH)2NTs electrode's surface relative to the... 

    Mechanistic insights into photogenerated electrons store-and-discharge in hydrogenated glucose template synthesized Pt: TiO2/WO3 photocatalyst for the round-the-clock decomposition of methanol

    , Article Materials Research Bulletin ; Volume 137 , 2021 ; 00255408 (ISSN) Mokhtarifar, M ; Nguyen, D. T ; Sakar, M ; Pedeferri, M ; Asa, M ; Kaveh, R ; Diamanti, M. V ; Do, T. O ; Sharif University of Technology
    Elsevier Ltd  2021
    Abstract
    This study demonstrates the glucose-template assisted synthesis of hydrogen-treated Pt: TiO2/WO3 composites, and their round-the-clock photoactivity towards methanol (MeOH) degradation under light illumination and in dark. XRD indicated increasing rutile fraction in TiO2 as a function of template removal, WO3 crystallinity and H2 treatment process. The presence of oxygen vacancies in WO3 was confirmed by XPS. Lower recombination rate and higher surface area were observed in the optimized H2-Pt-G:TiO2/WO3 catalyst. The presence of oxygen vacancies and optical enhancements due to the synergistic interactions of the multi-system (TiO2, WO3 and Pt) extended the visible light absorption of the... 

    Fabrication of a microdialysis-based nonenzymatic microfluidic sensor for regular glucose measurement

    , Article Sensors and Actuators, B: Chemical ; Volume 333 , 2021 ; 09254005 (ISSN) Najmi, A ; Saidi, M. S ; Shahrokhian, S ; Hosseini, H ; Kazemzadeh Hannani, S ; Sharif University of Technology
    Elsevier B.V  2021
    Abstract
    Microdialysis-based continuous glucose measuring systems are desirable candidates for accurate and biologically safe monitoring of glucose level in diabetic patients. However, it is necessary to improve these systems by utilizing highly reliable non-enzymatic sensors instead of enzymatic ones, while lowering the size and lessening the dialysis fluid consumption. Our purpose is to design an implantable integrated microfluidic device for regular nonenzymatic microdialysis-based glucose measurement. We report a novel nonenzymatic microfluidic glucose sensor based on Pt-Ni nanoparticles - multiwalled carbon nanotubes/screen-printed carbon electrode (Pt-Ni NPs-MWCNTs/SPE). Devised microfluidic... 

    Morphology control in oxygen-rich nanotubular titania for enzyme-free glucose detection

    , Article Surfaces and Interfaces ; 2021 ; 24680230 (ISSN) Saadati, A ; Naseri, N ; Sharif University of Technology
    Elsevier B.V  2021
    Abstract
    The necessity of research in food and nutrition and the emergence of diabetes mellitus call for fast and efficient glucose detection. Here, series of highly sensitive non-enzymatic photoelectrochemical glucose sensor based on engineered titanium dioxide nanotube arrays has been synthesized using a simple electrochemical approach to tune nanotubes morphology in a way that the highest sensitivity factor (525.5 µAmM−1cm−2) and saturation concentrations (0.18 mM) achieved in the photoelectrochemical sensor. The formation of oxygen-rich titanium oxide was confirmed by several techniques. Dependent on the growth condition, nanotube length changed from 1.9 to 8.4 µm while their inner diameter...