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عضویت

جستجوی مقالات مرتبط با کلیدواژه « central composite design » در نشریات گروه « پزشکی »

  • Parisa Eydi, Elaheh Rahimpour, Maryam Khoubnasabjafari, Vahid Jouyban-Gharamaleki, Abolghasem Jouyban*
    Background

    Lamotrigine is widely used in the management of partial epilepsy, generalized tonic-clonic epilepsy and Lenox-Gastut syndrome and is an add-on therapy in the treatment of complex and simple partial seizures and secondarily generalized tonic-clonic seizures resistant to multiple drug therapy.

    Methods

    In the current study, a fluorometric nanoprobe based on metal–organic frameworks (MOF) was designed for the determination of lamotrigine in exhaled breath condensate (EBC). The MOF nanoprobe consisted of Tb3+ ions as metal part and dimethylformamide (DMF) and 1,10-phenanthroline (Phen) as organic parts of nanoprobe.

    Results

    The used probe shows a weak fluorescence in alkaline media owing to an energy transfer from nitrogen groups of DMF and Phen on carbonyl group of DMF as an antenna for Tb3+ luminescence. However, its fluorescence is enhanced in acidic conditions by protonation of DMF nitrogen atoms and Phen and deactivation of energy transfer pathways of nitrogen groups to carbonyl group. Lamotrigine addition to this fluorescent system leads to quenching in the fluorescence intensity due to reactivation of the above mentioned energy transfer pathways resulting in competitive interaction with H+ ions. Moreover, the inner filter effect (IFE) of lamotrigine on DMF–Tb–Phen MOF NPs is considered as another reason for the observed quenching in the fluorescence of DMF–Tb–Phen MOF NPs. The intensity of the fluorescence was recorded at λem = 545 nm and the difference between fluorescence signal in the absence and presence of lamotrigine was the analytical response. The factors affected on experimental conditions were optimized utilizing a multivariate optimization technique. The validation of nanoprobe response to lamotrigine gives a linear relationship in the range of 0.05 to 2.0 µg⋅mL‒1 with a detection limit of 11.0 ng⋅mL‒1 for lamotrigine.

    Conclusion

    The developed method reveals good repeatability and selectivity for lamotrigine in real samples.

    Keywords: Lamotrigine, Metal–organic frameworks, Terbium, Response surface method, Central composite design}
  • Louella Concepta Goveas *, Melita Alva, Jenishia Menezes, Amrutha Krishna, Ananya Salian, Shyama Sajankila
    Introduction
    The prevalence of petroleum oil spills in oceans and seas is on the rise in India, resulting in widespread detrimental effects on the environment. Bioremediation by bacteria is an eco-friendly and safe technique for the removal of these pollutants from seawater.
    Materials and Methods
    An indigenous bacteria, isolated from garage soil was grown on Bushnell Agar plate with Petroleum Crude Oil (PCO) as a carbon source. It was identified by biochemical characterization and 16S rRNA sequencing. The effect of factors such as concentrations of PCO, inoculum and glucose, agitation speed, pH, and degradation time on the growth of bacteria and PCO degradation in seawater was studied by one factor at a time approach. Screening and optimization were performed by Factorial Design and Central Composite Design respectively.
    Results
    According to findings, isolated bacteria degraded PCO within 48 h and could decolorize 6-dichlorophenol indophenol within 36 h. It was identified as a novel Lysinibacillus sp. SS1, which grew in the pH range of 4.0 to 10.0 and tolerated salinity of 6.0% w/v. Significant factors (concentrations of glucose, inoculum, and pH) were optimized and optimum levels were 11.7% v/v inoculum, 11.36 g/L glucose, and pH 8.6. Maximum degradation of 84 ± 0.13% was achieved when grown in seawater supplemented with 4.0% v/v PCO, at 27 ± 2 °C at 80 RPM in 28 days at optimized conditions.
    Conclusions
    The present study is the first study reporting optimization of degradation of PCO by Lysinibacillus species. Lysinibacillus sp. SS1 could effectively degrade petroleum hydrocarbons in extreme conditions of seawater and can be applied for the treatment of oil spills.
    Keywords: Biodegradation, Factorial design, Central composite design, seawater}
  • Hafiz Shakir, Muhammad Khan, Muhammad Irfan *, Shaukat Ali, Muhammad Yousaf, Iqra Javed, Javed Qazi, Syed Shahid Bukhari
    Introduction
    Tannase (tannin acyl hydrolase EC3.1.1.20) is an industrially important enzyme with extensive applications. The current study aimed to optimize the tannase production employing corn leaves as substrate and characterize tannase activity.
    Materials and Methods
    Tannase producing bacterial strains were isolated from Catla catla fish gut. The highest enzyme-producing bacterial strain was identified as Bacillus subtilis using 16S rDNA sequencing.
    Results
    Fermentation parameters and additional medium components were optimized with the application of one variable at a time and enhanced tannase was obtained with 50% substrate moisture, acetate buffer (pH 4.0) as enzyme extraction medium with 2 ml volume, 45 °C incubation temperature, pH 5, 2% inoculum size, 24 h incubation time, 150 rpm agitation, large-sized substrate particles (4.0 mm), enzyme extraction without centrifugation and medium components (MgSO4, 4% tannic acid and yeast extract). The central composite design was employed to optimize the concentrations of optimal medium components, which were found as 4.0% tannic acid, 0.5% MgSO4 and 1.5% yeast extract for the highest tannase production (211.97±0.08 U/ml). Tannase characterization revealed the maximum tannase activity at pH 8, 30 °C (with 30 min incubation period and 0.35% substrate concentration).
    Conclusions
    The results of the present study revealed the potential of utilization of agricultural resources (corn leaves) as a low-cost substrate to reduce the production cost of tannase.
    Keywords: Bacillus subtilis, Tannase, production, Central composite design, Characterization}
  • Hanieh Nasrollahi, Mehrnaz Karimi, Farhad Raofie *

    Corchorus olitorius L. is a medicinal herb with anti-inflammatory, laxative, and tonic properties, which is effective on the treatment of cancer and tumors. In this study, the extraction efficiency of supercritical fluid extraction (SFE) and ultrasound-assisted extraction (UAE) of C. olitorius as well as their antioxidant activities were investigated by 2,2-diphenyl-1-picrylhydrazyl (DPPH) free radical. For this purpose, central composite block cube star and central composite design were employed to determine the optimal conditions. Thereafter, the qualification analysis of the effective ingredients of C. olitorius was done by LC-ESI-MS in negative mode. The results of LC-MS showed that C. olitorius includes phenolic and flavonoid compounds such as caffeic acid, p-coumaric acid, trans-ferulic acid, quercetin, naringenin, cirsiliol, cirsilineol, quercetrin, and naringin. Moreover, the SFE efficiency of extraction and IC50 value was obtained 4.25% and 1208.99 µg/mL, respectively. Also, the UAE efficiency of extraction and IC50 of antioxidant activity was obtained as 15.29% and 994.284 µg/mL, respectively. These results confirmed that the efficiencies of extraction and antioxidant activity of UAE were higher than that of SFE; however, the SFE is an environmentally friendly method and consumed less organic solvent.

    Keywords: Corchorus olitorius, Supercritical fluid, Ultrasound-assisted extraction, Liquid chromatography-mass spectroscopy (LC-MS), Antioxidant, 2, 2-diphenyl-1-picrylhydrazyl (DPPH), Optimization, Central composite design}
  • Aref Shokri *, Safoora Krimi
    In this study, the TiO2 nanoparticles were supported on Y-type zeolite as a new photocatalyst and used to degrade Acid Red 18 in aqueous media. The nano photocatalyst was synthesized by coprecipitation procedure and characterized by Fourier transfer infrared (FTIR), field emission scanning electron microscopy (FE-SEM), and X-ray powder diffraction (XRD). The central composite design (CCD) was employed for experimental design. The effect of operative variables including contact time, photocatalyst dosage and pH were investigated. The ANOVA (analysis of variance) studies displays the second-order regression model and a high determination coefficient value (R2 = 0.9953, R2pred = 0.9642, R2adj = 0.9910) for the destruction of AR18 was obtained. The contour plots were applied to study the shares of each variable and their interactions on the degradation of AR18. The optimal circumstances predicted by the model were as the following: the catalyst concentration at 0.88g/L, pH at 6.5, and contact time in 125 min. In this situation, the predicted and actual dye removal were 98.5% and 96.3%, respectively. The removal of COD (chemical oxygen demand) after 125 min was 53% indicating, the notable performance of photocatalyst in mineralization of AR18.
    Keywords: TiO2, Zeolite photocatalyst, Y-type zeolite, Acid Red 18, Central composite design, Co-precipitation method}
  • Seyedeh Masoomeh Sadat Mirnezami, Amir Heydarinasab*, Azim Akbarzadehkhyavi, Mehdi Arjmand
    The development of controlled-release drug delivery systems has a great potential to improve the efficacy of anticancer drugs. This study aimed to develop and optimize the production of hybrid lipid-polymer nanoparticles (HLPNPs) for the targeted delivery of melphalan anticancer drugs. Response surface methodology (RSM) and central composite design (CCD) were used to evaluate and optimize the effects of three independent variables including lipid, polymer, and polyvinyl alcohol (PVA) ratios on the nanoparticles (NPs) size and drug entrapment efficiency (EE%). Hybrid NPs were prepared using the nanoprecipitation method. The results demonstrated that spherical NPs were synthesized, and the rate of EE% went up by increasing the polymer as well as decreasing the PVA concentrations. The nanoformulation released melphalan in a sustained and controlled manner (17.39% in a period time of 48 h). Also, cytotoxicity evaluations showed that HLPNPs caused an increase in the efficacy of melphalan against human ovarian A2780CP and SKOV3 cancer cells. Overall, the results of this study demonstrated that HLPNPs can be considered as a promising carrier for the delivery of hydrophobic anticancer drugs such as melphalan and the evaluation in-vivo.
    Keywords: HLPNPs, Melphalan, central composite design, Nanoprecipitation, MTT assay, Ovarian cancer}
  • سعید خدادوست*، فاطمه احمدوندی، فاطمه زراعت پیشه
    مقدمه

    آنتی اکسیدان ها مولکول هایی هستند که می توانند رادیکال های آزاد واکنش گر را مهار کنند و از اکسیداسیون مولکول های دیگر جلوگیری نمایند. باتوجه به اثرات نامطلوب آنتی اکسیدان های سنتزی استفاده از آنتی اکسیدان های طبیعی در سال های اخیر اهمیت یافته است. متابولیسم ثانویه گیاهان منبع غنی از ترکیبات فنلی و فلاونوییدی هستند که از مهم ترین آنتی اکسیدان های طبیعی به شمار می آیند.

    هدف

    در این پژوهش آزمایشگاهی بهینه سازی فرایند استخراج ترکیبات فنلی و فلاونوییدی از گیاه پرسیاوشان(Adiantum capillus-veneris L.) به کمک امواج فراصوت از طریق آزمون سطوح پاسخ انجام شد.

    روش بررسی

    در بهینه سازی فرایند استخراج از طرح مرکب مرکزی با چهار متغیر مستقل شامل مقدار پودر گیاه) g 9/0- 1/0) و مقدار حلال (ml 17- 5)، دما (Cº60 -20) و زمان (min 25- 5) در5 سطح شامل 26 آزمون با 2 تکرار در نقطه مرکزی استفاده شد. اندازه گیری محتوای کل فنل و فلاونویید به ترتیب با استفاده از روش فولین- سیوکالتو و کلرید آلومینیم انجام شد.

    نتایج

    در شرایط بیهنه، مقادیر متغیر ها به صورت مقدار گیاه پودر شده (g 7/0)، حجم حلال (ml 16)، مدت زمان امواج فراصوت (min 20) دقیقه ودمای حمام امواج فراصوت (ºC40) تنظیم شد.

    نتیجه گیری

    نتایج نشان می دهد که مدل ریاضی درجه دوم با دقت بالایی به منظور پیش بینی مقادیر بهینه پارامترهای مورد مطالعه عمل کرده است. تحت این شرایط میزان بازده استخراج برای ترکیبات فنل کل و فلاونویید به ترتیب mg/g 46/9 و mg/g 22/5 به دست آمد.

    کلید واژگان: فراصوت, طرح مرکب مرکزی, فنل, فلاونوئید, استخراج, بهینه‎سازی, گیاه پرسیاوشان}
    Saeid Khodadoust*, Fatemeh Ahmadvandi, Fatemeh Zeraatpisheh
    Background

    Antioxidants are molecules which able to control free radicals and prevent the oxidants of other molecules considering undesirable effects of synthetic anti oxidant. In recent years using of natural anti oxidant gets the great importance. The secondary metabolisms of plants are rich sources of phenol and flavonoids considered as the most important natural antioxidant.  

    Objective

    In this research, the optimization process of phenolic and flavonoids from Adiantum capillus-veneris L. carried out by ultrasound-assisted extraction (UAE) and central composite design (CCD).

    Methods

    Optimization process were performed with four indepent variables including, plant powder (0.1-0.9 g), volume of solvent (5-17 ml), sonication time (5–25 min) and temperature of ultrassonic bath (20-60 ºC) on five levels including 26 test with 2 repetition on central point. The total phenolic content and total flavonoid content, respectively, were accounted by using foline-ciocalteu and aluminum chloride colorimetric method.

    Results

    At optimum conditions values of variables set at 0.7 g of plant powder, 16 ml of extraction solvent, 20 min for ultrasound waves and 40 ºC for ultrasonic bath.

    Conclusion

    The results show that the quadratic mathematical model has acted with high accuracy to predict the optimal values of the studied parameters. Under these conditions, the extraction efficiencies for total phenol and flavonoid compounds were 9.46 mg/g and 5.22 mg/g, respectively.

    Keywords: Ultrasound, Central composite design, Phenol, Flavonoid, Extraction, Optimization, Adiantum capillus-veneris L}
  • Narendrakumar Gopakumaran *, Preethi Thozhukattu, Kathireshan Alagapuram
    Introduction

    Nowadays, enzyme-based removal of hazardous dyes that pollute the environment has been considered as a substitute and eco-friendly method compared to the physical and chemical method. The present study was conceived in order to obtain the optimal condition for laccase-mediated (purified from the Pleurotus ostreatus PKN04) decolorization of Remazol Brilliant Violet 5R dye; a mono-azo dye, using the central composite design of response surface methodology (RSM).

    Materials and Methods

    The design of experiment was suggested with 6 variables including pH, temperature, incubation time, agitation, dye concentration, and enzyme concentration, which were applied in order to optimize the decolorization process. The kinetic and energetic factors of laccases for the enzymatic removal of Remazol Brilliant Violet 5R dye was investigated.

    Results

    Decolorization of Remazol Brilliant Violet 5R was maximally 95.72%, which had occurred at 6.0 pH, 40°C temperature, 60 minutes incubation time, 50 rpm agitation, 50 ppm dye concentration, and 100 IU/mL enzyme concentration. The obtained results of kinetic introduced the laccase-catalyzed decolorization of Remazol Brilliant Violet 5R as an endothermic reaction with Km and Vmax values of 0.801 mM and 387 mM/mg/min, respectively. In addition to the above results, the toxicity study against bacteria revealed that the toxicity of laccase-treated dye drastically reduced to the untreated dye.

    Conclusions

    The results of the present analysis reveal that the Pleurotus ostreatus laccase is an efficient biocatalyst for decolorization of synthetic dye Remazol Brilliant Violet 5R dye.

    Keywords: Enzyme Catalysis, optimization, Response Surface Methodology, Central composite design, Decolorization, Laccase}
  • محمد علی ززولی، احسان ابویی، رضا قربان پور*، جمشید یزدانی
    سابقه و هدف

    از مشکلات عمده آلودگی محیط های آبی در عصر حاضر حضور ترکیبات سخت تجزیه پذیر با سمیت بالا نظیر آنتی بیوتیک ها می باشد. در صورت عدم حذف این ترکیبات از فاضلاب خصوصا فاضلاب های بیمارستانی خطرات بهداشتی و زیست محیطی زیادی ایجاد می شود. لذا تصفیه این نوع فاضلاب ها ضروری است. در این مطالعه کارایی حذف آنتی بیوتیک آموکسی سیلین از فاضلاب، توسط فرایند اکسیداسیون پیشرفته به روش فتوکاتالیستی ازن در ترکیب با اکسید روی بررسی شده است.

    مواد و روش ها

     مطالعه حاضر از نوع مطالعه تجربی مقطعی در مقیاس آزمایشگاهی است که در یک راکتور انجام یافت. تاثیر عوامل موثر غلظت ازن(mg/min 10-5)، غلظت کاتالیست (mg/l1/5-0/25)، غلظت آموکسی سیلین (mg/l100-10) و pH (11-3) بر راندمان فرایند توسط HPLC مورد بررسی قرار گرفت. تعداد 30 نمونه با استفاده از روش طراحی مرکب مرکزی در نظر گرفته شد و نتایج توسط روش سطح پاسخ و با استفاده از نرم افزار Design Expert7 و آزمون های آماری آنالیز واریانس و رگرسیون مورد ارزیابی قرار گرفت.

    یافته ها

     نتایج حاکی از آن بود که در شرایط بهینه (دوز ازن3 میلی گرم بر دقیقه ، pH برابر با 11، دوز کاتالیست 0/875 میلی گرم بر لیتر و غلظت آموکسی سیلین 55 میلی گرم بر لیتر) راندمان حذف آموکسی سیلین 93درصد بوده است و آزمون ها نشان داد مدل برازش شده تطابق خوبی با نتایج آزمایشگاهی دارد.

    استنتاج

    نتایج این مطالعه نشان داد که فرایند فتوکاتالیستی ازن همراه با اکسید روی می تواند به عنوان یک روش مناسب و موثر در تصفیه آنتی بیوتیک ها در محیط های آبی به کار گرفته شود.

    کلید واژگان: آموکسی سیلین, اکسیداسیون پیشرفته, فاضلاب بیمارستان, طراحی مرکب مرکزی}
    Mohammad Ali Zazouli, Ehsan Abouee Mehrizi, Jamshid Yazdani Charati, Reza Ghorbanpour*
    Background and purpose

    One of the main problems of pollution of aquatic environments is hardly biodegradable chemicals with high toxicity such as antibiotics. If they are not removed from the wastewater, particularly the hospital wastewater, many health and environmental hazards are created. Therefore, appropriate management and treatment of this type of wastewater is highly necessary. This research aimed at investigating the efficiency of advanced oxidation process by ozone photocatalytic method combined with zinc oxide in removal of amoxicillin from wastewater.

    Materials and methods

    The present study was conducted on laboratory scale in a pre-designed reactor. The effects of ozone concentration (5-10 mg/min), catalyst concentration (0.25-1.5mg/l), amoxicillin concentration (10-100 mg/l), and pH (3-11) were investigated on the process efficiency by HPLC. Thirty specimens were studied using central composite design method and the information was evaluated by surface response method using Design Expert7. Data analysis was done applying ANOVA and regression analysis.

    Results

    The removal efficiency of amoxicillin was 93% under optimal conditions (ozone dose: 3 mg/min, pH 11, catalyst dose: 0.875 mg/l, and amoxicillin concentration: 55mg/l). ANOVA and regression analysis showed that the fitted model properly matched with laboratory results.

    Conclusion

    This study showed that the ozone photocatalytic process along with zinc oxide could be applied as a suitable and effective method in treatment of antibiotics in aqueous environments.

    Keywords: amoxicillin, advanced oxidation, hospital wastewater, central composite design}
  • محمدرضا سمرقندی، علیرضا رحمانی، قربان عسگری، جمال مهرعلی پور، محمد جمیل مرادی*
    زمینه و هدف

    رنگزاها به دلیل داشتن حلقه های آروماتیک، بسیار مقاوم هستند. رادیکال سولفات دارای توانایی بالایی در انجام اکسیداسیون پیشرفته است. طراحی آزمایش با روش CCD باعث انجام دقیق و کم هزینه فرایند می شود. هدف از این مطالعه، مدلسازی شرایط بهینه فرایند UV-EPS در تخریب رنگزای اسید آبی 25 با طراحی ترکیبی مرکزی از محیط های آبی بود.

    مواد و روش ها

    در این مطالعه تجربی، از یک محفظه واکنش فوتوالکتروشیمیایی با دو الکترود آهن، بعنوان آند و دو الکترود تیتانیوم بعنوان کاتد و لامپ جیوه ای کم فشار جهت پرتوتابی در طول موج 254 نانومتر استفاده شد. متغیرهای pH(2-4)، جریان DC (75/5-0/1 آمپر)، غلظت پرسولفات (75/0-5/1میلی گرم درلیتر) و زمان واکنش(40-20 دقیقه) در غلظت اولیه(50-100 میلی گرم درلیتر)، بعنوان پارامترهای اصلی طراحی لحاظ شدند. همچنین میزان حذف COD و سینتیک فرایند، اثر هم افزایی مکانیسم ها و تاثیر حضور رباینده های رادیکال در شرایط بهینه تعیین شد. غلظت رنگزا و COD توسط اسپکتروفوتومتر(DR5000) قرایت شد.
     

    یافته ها

    نتایج حاصل، مشخص نمود که کارایی فرایند تحت تاثیر متغیرهای مورد مطالعه است. مدل سازی، بازده91 درصدی در 01/3pH=، جریان DC برابر 08/1 آمپر، غلظت پرسولفات برابر 30/1 میلی گرم درلیتر و زمان واکنش 34 دقیقه، بعنوان بهترین شرایط آزمایش مشخص نمود. میزان حذف COD در این شرایط 69 درصد بدست آمد. ضریب همبستگی در این مدل 84/0 تعیین شد که نشان دهنده مناسب بودن مدل درجه دوم در طراحی فرایند است. سینتیک فرایند از سینتیک درجه یک پیروی می کند. حضور رباینده های رادیکال باعث کاهش کارایی شد.

    نتیجه گیری

    بهینه سازی با CCD باعث کاهش تعداد آزمایشات و افزایش دقت می شود. فرایند مذکور دارای کارایی مناسبی در حذف رنگزا و COD می باشد و می توان از این فرایند برای کاهش بار آلودگی فاضلاب های حاوی رنگزا مانند فاضلاب نساجی، قبل از ورود به محیط استفاده نمود.

    کلید واژگان: مدل سازی, فوتوالکتروپرسولفات, رنگزای اسید آبی 25, طراحی ترکیبی مرکزی, محیط های آبی}
    Mohammadreza Samarghandi, Alireza Rahmani, Ghorban Asgari, Jamal Mehralipour, Mohammad Jamil Moradi*
    Background

    Dyes are resistant organic matter because they have an aromatic rings. Sulfate radical (SO4●-) is a powerful oxidative radical. The design via CCD, cause the process was done by high accurate and low-cost. The aim of this study was modeling of UV-EPS process to degradation of Acid Blue 25 dye via the CCD from aqueous.

    Methods

    In this experiment study, used to a photoelectrochemical reactor with two iron electrodes as an anode and two titanium electrodes as a cathode and Low-pressure mercury lamp (254 nm). The pH (2-4), Direct Current (0.75-1/5 A), S2O82- concentration (0/5-1/5 mg/l), reaction time (20-40 min) and initial concentration of AB25 (50 -100 mg/l) as a main independed variables were chosen. Also, COD, synergist effect, presence of radical scavenger and kinetic of reaction were studied in optimum conditions. Dye concentration and COD were measured by spectrophotometer (DR5000).

    Results

    The results illustrate that the efficiency of process is affected by the variables. Optimum condition obtained in pH=3/01, DC was 1/08 A, PS was 1/30 mg/l, reaction time was 34 minute and initial concentration equal to 50 mg/l. In this situation efficiency of process was 91 percent. The COD removal in these conditions was 69 percent. The correlation coefficient was 0.84 which indicates that the quadratic model is suitable for process design. The kinetics of reaction followed the first order kinetics. Reduce of efficiency of process in the presence of radical scavenger occur.

    Conclusion

    Optimizing via CCD reduces the number of runs and increases accuracy. This process has a high efficiency in dye and COD removal and this process can be used to reduce the pollutant loading form industrial wastewater, such as textile wastewater, before discharging into the environment.

    Keywords: Modeling, UV-Electropersulfate, Acid Blue 25 dye, Central Composite Design, Aqueous}
  • Siroos Shojaei *, Jamal Ahmadi, Meysam Davoodabadi Farahani, Bentolhoda Mehdizadehd, Mohammadreza Pirkamali
    The remaining dye in the wastewater is not desirable as it damages the ecosystem and nature, and also is very toxic. The Crystal Violet (CV) dye is toxic and potentially carcinogenic. In addition, it reduces light in water and prevents the process of photosynthesis of aquatic plants. Therefore, nanozeolite-X (NX) was utilized as an adsorbent to remove the CV; effects of pH, catalyst mass, sonication time, and concentration of dye were also investigated. Effects of variables on the removal efficiency were studied via the Central Composite Design (CCD) to determine the dye removal percentage. The quadratic model was selected to predict the removal efficiency using the software. Optimal conditions for CV removal from aqueous solution were: pH= 8, sonication time= 6 min, concentration of dye= 13 mg L-1, and catalyst mass= 0.26 g. In these circumstances, the recovery efficiency was 97.60%. The research results indicated that NX could be applied potentially for CV removal.
    Keywords: Central composite design, Crystal violet, Environmental, Experimental design, Nanozeolite-X}
  • Kamal Alizadeh *, Esmail Khaledyan, Yagoub Mansourpanah
    In this study, a selective, fast and novel magnetic mesoporous silica sorbent Fe3O4@MCM-41-NH2, was synthesized, functionalized and has been used for the removal of Pb+2 ions from aqueous solution. The characteristics of the Fe3O4@MCM-41-NH2 sorbent was investigated by XRD, VSM, SEM, TEM, BET, and FT-IR. The response surface methodology (RSM) based on central composite design (CCD) was utilized for estimating the effects of parameters, namely contact time (min), pH, the quantity of adsorbent (g) and initial concentration of Pb+2. The quadratic model was used as the best model for guessing variables. The results of the analysis of variance for this model were obtained with a high F-value (50.28), very low P-value (<0.0001) and non-significant lack of fit (0.2251). The maximum adsorption capacity was obtained at 46.08 mg/L. Fitting equilibrium data with different isotherm models shows that Freundlich isotherm was the best-fitted model. The pseudo-second-order model was the best model for fitting experimental data.
    Keywords: Adsorption, Central composite design, Magnetic Mesoporous Silica Sorbent, Pb+2, Removal}
  • مهدی فرزادکیا، مهدی قربانیان، میترا غلامی، احسان ابویی مهریزی *
    مقدمه
    تولید مقادیر زیاد نفتاب در کشورهای نفت خیزی همانند ایران از معضلات مهم زیست محیطی می باشد که بدلیل داشتن مقادیر بالایی از آلودگی (هیدروکربن های آلیفاتیک و آروماتیک) لزوم تصفیه و مدیریت آن کاملا مشهود است. از آنجا که نفتاب حاوی مقادیر زیادی ترکیبات دیرتجزیه می باشد امروزه با استفاده از روش های شیمیایی به عنوان پیش تصفیه سیستم های ارزانتر برای تبدیل اولیه ترکیبات مقاوم به ترکیبات قائل تجزیه میانی به دلیل کاهش قائل ملاحظه در هزینه های بهره برداری دارای طرفداران زیادی می باشد.در این پژوهش راندمان حذف هیدروکربن های نفتی از نفتاب توسط فرایند شیمیایی ازن زنی بررسی شده است.
    روش کار
    مطالعه تجربی حاضر در مقیاس آزمایشگاهی در یک راکتور ایمپینجر انجام گردید. تاثیر عوامل موثر شامل زمان ازن زنی (10 تا40 دقیقه)، pH (12-6)، دوز ازن (mg/min10-1) و غلظت TPH(1/5-0/5g/l) بر راندمان حذف TPH مورد بررسی قرار گرفت. تعداد 30 نمونه با استفاده از روش طراحی مرکب مرکزی در نظر گرفته شد و نتایج توسط روش سطح پاسخ و با استفاده از نرم افزار Design Expert7 و آزمون های آماری آنالیز واریانس و رگرسیون مورد ارزیابی قرار گرفت.
    یافته ها
    نتایج حاکی از آن بود که در شرایط بهینه راندمان حذف TPH73/3 درصد بوده و و آزمون آنالیز واریانس و رگرسیون نشان داد مدل برازش شده تطابق بالایی با نتایج آزمایشگاهی دارد.
    نتیجه گیری
    این مطالعه نشان داد که فرایند ازن زنی می تواند به عنوان یک تکنیک مناسب و موثر در تصفیه نفتاب ها بکار گرفته شود.
    کلید واژگان: نفتاب, اکسیداسیون شیمیایی, هیدروکربنهای نفتی, طراحی مرکب مرکزی}
    Mahdi Farzadkia, Mahdi Ghorbanian, Mitra Gholami, Ehsan Abouee Mehrizi *
    Introduction
    : Large amounts of oilfield water production in oil reserves of countries, such as Iran, is one of the most important environmental predicaments, and since this water contains large quantities of pollutants (aliphatic and aromatic hydrocarbons), its treatment is necessity. The produced waters contain great amounts of refractory substances. Nowadays, using chemical methods for pretreatments and primary conversion of resistant compounds to degradable compounds is more acceptable due to significant lower operational costs. The aim of this study was to survey the efficiency of ozone oxidant removal of oil hydrocarbons of water.
    Methods
    This experimental study was done in an impinger reactor in a laboratory scale. The impact of effective variables including reaction time (10 to 40 minutes), pH (6 to 12), ozone concentration (1 to 10 mg/minute) and initial total petroleum hydrocarbons concentration (0.5 to 1.5g/l) on TPH removal efficiency was studied. Thirty samples were taken with regards to the Central Composite Design (CCD) and results were analyzed by Response Surface Methodology (RSM) and Design Expert 7 software and statistical tests including an analysis of variance and regression.
    Results
    Results showed that under optimized conditions, total petroleum hydrocarbons removal efficiency was 73.3% according to statistical tests (ANOVA and regression) and showed that the model had a high accordance with lab results.
    Conclusions
    This study showed that ozonation process is an efficient way for removing total petroleum hydrocarbons from produced waters.
    Keywords: Produced Waters, Ozonation, Total Petroleum, Hydrocarbons, Central Composite Design}
  • سرور صفا، نوید نصیری زاده، محمد دهقانی، محمد تقی قانعیان
    سابقه و هدف
    رنگ ها موادآلی سمی با ساختار پیچیده ای هستند، که در مراحل تولید منسوجات نظیر رنگرزی، تکمیل و چاپ استفاده می شوند و مشکلات زیست محیطی بسیاری ایجاد می کنند. رنگ راکتیو آبی 19 در حال حاضر در صنعت نساجی ایران کاربرد گسترده ای دارد. این مطالعه با هدف بررسی امکان سنجی استفاده از فرآیند سونوشیمی و TiO2 به عنوان کاتالیست در حذف رنگ راکتیو آبی 19 از محلول های آبی انجام شد.
    مواد و روش ها
    این مطالعه در مقیاس آزمایشگاهی می باشد. در این مطالعه اثر متغیرهایی هم چون مقدار نانوذرات TiO2 ، pH، غلظت اولیه رنگ و مدت زمان آزمایش بر رنگ بری رنگ مذکور بررسی شد. غلظت ماده رنگ زای RB19 باقی مانده نیز با استفاده از دستگاه اسپکتروفتومتر جذب نوری Carry 100 در طول موج 592 نانومتر تعیین شد. از روش آماری سطح پاسخ بر مبنای طراحی مرکب مرکزی (CCD) جهت ارزیابی اثر متغیرهای مستقل بر راندمان حذف و پیشگویی بهترین پاسخ استفاده شد. این مدل با آنالیز آماری ANOVA تاثیر چشمگیر متغیرها را تایید می نماید.
    یافته ها
    تصاویر سه بعدی نشان می دهد که بیشترین راندمان رنگ بری در شرایط خنثی از نظر pH به دست آمده و با افزایش غلظت رنگ، راندمان رنگ بری کاهش می یابد. در طی مدت 62 دقیقه رنگ بری به حداکثر مقدار رسیده و افزایش بیشتر مدت زمان تاثیرچندانی بر رنگ بری ندارد. تحت شرایط بهینه (غلظت رنگ g/L 08/0، زمان تماس 5/62 دقیقه، 6=pH و مقدار TiO2 g/L 63/1) درصد رنگبری فرآیند مذکور 7/94 درصد بود.
    استنتاج: روش پیشنهادی به دلیل عدم استفاده مواد شیمیایی اکسنده (نظیر H2O2 یا HOCl) که معمولا باقی مانده آن ها از عوامل مخرب محیط زیست به شمار می آیند، می تواند بعنوان یک روش سبز برای رنگ بری آلاینده های رنگی مورد توجه قرار گیرد.
    کلید واژگان: رنگ راکتیو آبی 19, سونوشیمی, TiO2, طراحی مرکب مرکزی (CCD)}
    Sorur Safa, Navid Nasirizadeh, Mohammad Dehghani, Mohammad Taghi Ghaneian
    Background and
    Purpose
    Colors are toxic organic materials with complex structures used in textile production stages such as dyeing, finishing and printing that cause environmental problems. One of the most widely used colorant in textile is reactive blue 19 dye. This study aimed to examine the feasibility of TiO2 as catalysts and sonochemistry process for discoloration of reactive blue 19 from aqueous solutions.
    Materials And Methods
    The study was conducted in laboratory scale. The effect of different parameters affecting the decolorization of reactive blue 19, including the amount of TiO2 nanoparticles, pH, initial dye concentration and the time was investigated. The remaining concentration of RB19 was analyzed by UV-Vis carry 100 spectrophotometer at a wavelength of 592 nm. The response surface methodology was used based on central composite design (CCD) to evaluate the effect of independent variables on the removal efficiency and to predict the best answer. This model with ANOVA analysis confirmed the significant effect of variables.
    Results
    The experiments and 3D plots showed that higher decolorization was obtained in neutral pH and decolorization efficiency was decreased with increment of initial dye concentration. The highest decolorization was achieved at 62 min and additional time was not effective on decolorization. In current study, 94.7 % discoloration was achieved in optimum conditions, namely 0.08 g/L RB19, pH=6.0, and 1.63 g/L TiO2 at 62.5 min.
    Conclusion
    The proposed method could be considered as green method for discoloration of colorful pollutant because it does not use oxidant chemicals such as hydrogen peroxide or hypochlorite, which their residues are harmful to the environment.
    Keywords: reactive blue 19, sonochemistry, TiO2, central composite design}
  • محسن اربابی، نازیلا گلشنی *، مرتضی سدهی
    زمینه و هدف
    ترکیبات دارویی در منابع آب آشامیدنی، علاوه بر تهدید سلامت محیط زیست باعث گسترش مقاومت باکتری ها در محیط های آبی می شوند. در این پژوهش، حذف سیپروفلوکساسین با فرآیند اکسیداسیون فتوشبه فنتون و بهینه سازی شرایط حذف به روش سطح پاسخ مورد بررسی قرار گرفت.
    روش بررسی
    در این مطالعه تجربی در pH بهینه 3، اثر غلظت اولیه سیپروفلوکساسین (250-50 میلی گرم بر لیتر)، زمان تماس (60-10 دقیقه)، مقدار نیترات آهن (5/0-1/0 میلی مول) و مقدار H2O2 (12-1 میلی مول)، نسبت مولی واکنشگرها بر راندمان حذف آنتی بیوتیک با روش طراحی مرکب مرکزی و با استفاده از نرم افزار Design Expert مورد ارزیابی قرار گرفت. برای تحلیل آماری نتایج از آزمایشات ANOVA و P-value استفاده شد. غلظت سیپروفلوکساسین با استفاده از دستگاه HPLC اندازه گیری گردید.
    یافته ها
    نتایج نشان داد که کارآیی فرآیند با افزایش غلظت سیپروفلوکساسین، کاهش یافت و با افزایش مقدار نیترات آهن، پراکسید هیدروژن و زمان تماس افزایش یافت. در طرح مرکب مرکزی، حداکثر کارآیی حذف (8/85%) در 3=pH، غلظت سیپروفلوکساسین 5/88 میلی گرم در لیتر، نیترات آهن 35/0 میلی مول، 54/11 میلی مول پراکسید هیدروژن و زمان تابش 57 دقیقه و نسبت مولی H2O2 به آهن (III) برابر ]35/0[ / ]54/11[ به دست آمد. بررسی روابط سینتیک نشان داد که فرآیند حدف سیپروفلوکساسین با (953/0=R2) از واکنش درجه دوم تبعیت کرد.
    نتیجه گیری
    نتایج به دست آمده از این پژوهش نشان داد که فرآیند فتوشبه فنتون، روش موثری جهت حذف سیپروفلوکساسین از پساب است و با بهینه سازی عوامل موثر می توان از این فرآیند جهت تصفیه فاضلاب دارای آنتی بیوتیک استفاده نمود.
    کلید واژگان: فوتوشبه فنتون, طرح مرکب مرکزی, سیپروفلوکساسین, آنتی بیوتیک}
    Mohsen Arbabi, Nazela Golshani *, Morteza Sedehi
    Background And Aims
    Pharmaceutical compounds in drinking water resources, in addition to the threat for environmental health, spread of bacterial resistance in aqueous environments. In this study, ciprofloxacin removal by photo Fenton oxidation process and optimization of the removal conditions was evaluated using response surface methodology.
    Methods
    In this experimental study, in optimum pH=3, the effect of initial concentration of ciprofloxacin (50-250 mg/L), contact time (10-60 min), the amount of iron nitrate (0.1-0.5 mM) and the amount of H2O2 (1-12 mM), mole ratio of reactants of the antibiotic removal per central composite design by Design Expert software was evaluated. For statistical analysis of data, ANOVA test and P-value was used. Ciprofloxacin concentrations were measured using HPLC.
    Results
    The results showed that removal efficiency by increasing concentrations of ciprofloxacin decreased and with increasing the amount of ferric nitrate, hydrogen peroxide and exposure time increased. In central composite design method, maximum removal efficiency (85.8%) in pH= 3, was obtained with concentration 88.5 mg/l ciprofloxacin, 0.35 mM iron nitrate, 11.54 mM H2O2 and exposure time of 57 min and molar ratio of H2O2 to Fe (III) were [11.54]/ [0.35]. Investigation revealed kinetics terms showed that the removal of ciprofloxacin with (R2= 0.953) was followed second order rate.
    Conclusions
    The results obtained from this research indicated that photo Fenton- like process is effective way to remove ciprofloxacin from wastewater and with optimization affecting factors; this method can be used for wastewater treatment with antibiotic.
    Keywords: Photo Fenton-like, Central composite design, Ciprofloxacin, Antibiotic}
  • یاسمن غفاری، امیرحسین محوی، محمود علیمحمدی، رامین نبی زاده، علیرضا مصداقی نیا، لیلا کاظمی زاد
    سابقه و هدف
    در سال های اخیر نگرانی ها درباره حضور غلظت های بالای آنتی بیوتیک ها در محیط زیست افزایش یافته است. تتراسایکلین یکی از آنتی بیوتیک های پرمصرف است که به وفور در زمینه درمان انسان، کشاورزی و دامپزشکی استفاده می شود. ازاین رو، در مطالعه حاضر کارایی فرآیند اکسیداسیون پیشرفته فنتون در حذف تتراسایکلین از فاضلاب سنتتیک بررسی شد.
    مواد و روش ها
    در این مطالعهتاثیرمتغیرهای غلظت اولیه (mg/L 80-40)، زمان واکنش (30-5 دقیقه) و نسبت های مولی [H2O2]/[Fe+2] (15-5) بر روی بازده فرآیند فنتون بررسی شد. غلظت تتراسایکلین با استفاده از دستگاه HPLC و قابلیت تجزیه پذیری زیستی با انجام آزمایش COD تعیین گردید. داده ها با کمک نرم افزارR و بر مبنای مدل طرح مرکب مرکزی (CCD) تجزیه و تحلیل شدند..
    یافته ها
    طبق نتایج به دست آمده، شرایط بهینه فرآیند فنتون برای حذف تتراسایکلین شامل: غلظت اولیه mg/L 57، نسبت مولی [H2O2]/[Fe+2] برابر با 27/11 و زمان تماس30 دقیقه بود که موجب دستیابی به حذف 15/90 درصد از تتراسایکلین و6/74 درصد از COD در شرایط بهینه شد.
    استنتاج:فنتون یک فرآیند موثر در حذف تتراسایکلین از محیط های آبی است. همچنین، یک فرآیند ایمن با راهبری آسان می باشد که مواد مصرفی آن نیز هزینه کمی دارد
    کلید واژگان: آنتی یوتیک, اکسیداسیون پیشرفته, تتراسایکلین, طرح مرکب مرکزی, فنتون}
    Yasaman Ghaffari, Amirhossein Mahvi, Mahmood Alimohammadi, Ramin Nabizadeh, Alireza Mesdaghinia, Leila Kazemiza
    Background and
    Purpose
    Recently, concerns regarding high concentrations of antibiotics in the environment have increased. Tetracycline is one of the most common antibiotics in human, agricultural, and veterinary treatments. This study aimed to evaluate the efficiency of Fenton oxidation process for tetracycline removal from synthetic wastewater.
    Materials And Methods
    In this study, we assessed the effect of changes in initial antibiotic concentration (40-80 mg/l), molar ratio of [H2O2]/[Fe] (5-15), and contact time (5-30 minutes) on the efficiency of Fenton process. Tetracycline concentration was determined using high-performance liquid chromatography (HPLC). In addition, biodegradability rate was evaluated through chemical oxygen demand (COD)tests. Data analysis was performed in R software based on central composite design model.
    Results
    The optimal condition using Fenton process included initial concentration of 57 mg/l, molar ratio of [H2O2]/[Fe]= 11.27,and 30 min contact time which resulted in removal of 90.15% of tetracycline and 74.6% of COD.
    Conclusion
    Fenton treatment, which is a safe, cost-effective, and easy process could be used as an effective method to remove tetracycline from aqueous environments.
    Keywords: antibiotic, advanced oxidation, central composite design, fenton}
  • Ehsan Khalili, Mohammad Reza Khoshayand, Ebrahim Abbasi, Mostafa Lakzaee, Mohammad Reza Parvizi, Mohammad Ali Faramarzi, Mahdi Aminian, Farshad Nojoomi
    Background
    Botulinum toxin, the most potent biological toxin, has become a powerful therapeutic tool for a growing number of clinical applications. Molecular studies have identified a family of synaptic vesicle-associated membrane proteins (VAMPs, also known as synaptobrevins) which have been implicated in synaptic vesicle docking and fusion with plasma membrane proteins.
    Materials And Methods
    Using the synaptobrevin as a substrate for in vitro assay is the method to detect BoNT activity. We have been working on optimizations of bacterial expression conditions and media for high-level production of synaptobrevin peptide. Statistics-based experimental design was used to investigate the effect of medium components (E. coli strain, peptone, IPTG, yeast extract, ampicillin, and temperature) on synaptobrevin production by E. coli.
    Results
    A 24 fractional factorial design with center points revealed that IPTG and temperature were the most significant factors, whereas the other factors were not important within the levels tested. This purpose was followed by a central composite design to develop a response surface for medium optimization. The optimum medium composition for synaptobrevin production was found to be: IPTG 29 mM, peptone 10 g/L, yeast extract 5 g/L, temperature 23°C and ampicillin 100 mg/L. This medium was projected to produce, theoretically, 115 mg/L synaptobrevin.
    Conclusion
    The optimum medium composition synaptobrevin production was found to be: BL21 (E.coli strain), LB medium (peptone 10 g/L, Yeast 5 g/L), Ampicillin (100 mg/L), IPTG (0.29 mg/L) and temperature (23°C).
    Keywords: synaptobrevin, E. coli, experimental designs, central composite design, medium optimization}
  • Farhad Kiafar, Mohammad Reza Siahi Shadbad, Hadi Valizadeh*
    Introduction
    Optimization of filgrastim (G-CSF) (granulocyte colony stimulating factor) liposomes formulation prepared by the method of film hydration was the aim of this research.
    Methods
    To study the independent variables effects in the development of filgrastim (G-CSF) liposomes, method of factorial design was applied. The molar ratio of dipalmitoyl phophatidylcholine (DPPC) per cholesterol (Chol.) and hydration time were chosen as two independent factors. The dependent variables were encapsulation efficiency percent (EE %) and particle size (PS). Ultrafiltration method was applied for separation of un-encapsulated protein. RP-HPLC method was employed for analysis of G-CSF.
    Results
    Application of response surface methodology (RSM) in formulation of filgrastim liposomes and the obtained results for responses including particle size and EE % showed that the main effective independent variable was DPPC/Chol molar ratio. Different impacts of influencing parameters including interaction and individual effects were checked employing a mathematical method for obtaining desired liposomes. Optimum liposomal formulations were established using this method for enhancing their characteristics. Average percent errors (APEs) were 3.86% and 3.27% for predicting EE % and PS, respectively which reflect high model ability in this regard.
    Conclusion
    It is concluded that observed and predicted values regarding PS and EE % were consistent and this model is efficient enough in prediction of the mentioned characteristics while preparing filgrastim (G-CSF) liposomes.
    Keywords: Central composite design, Filgrastim (G, CSF), Liposomes, Response surface methodology}
  • Anahita Rafie Tabar, Navideh Anarjan, Saeed Ghanbarzadeh, Hamed Hamishehkar *
    Incorporation of functional foods and nutraceuticals such as carotenoids which suffer from poor water solubility and low bioavailability into nano-sized delivery systems can improve their solubility, stability and oral bioavailability. The aim of this study was to prepare β-Carotene nanodispersion and investigate the effects of preparation parameters by means of response surface methodology using central composite design. Therefore, the impact of the preparation conditions namely the homogenizer speed, evaporation temperature and rotation speed (as independent variables) on the mean particle size, particle size distribution and β-carotene amount of the prepared β-carotene nanodispersion (as responses) were evaluated. A multiple-optimization procedure showed that the optimum conditions of homogenization speed as well as evaporation temperature and rotary speed were 15000 rpm, 32 °C and 140 rpm, respectively. A statistical assessment showed insignificant (p > 0.05) differences between experimental and predicted responses values, verifying the fitness of the final reduced models for explaining the variation of nanoemulsion properties. Using statistical methods can reduce the number of experiments by optimizing of formulations during development and lead to significant save in time and cost.
    Keywords: Nanodispersion, β-Carotene, Response surface methodology, Optimization, Formulation, Central composite design, Factorial design}
  • Gholamreza Bonyadinejad, Mohsen Khosravi, Afshin Ebrahimi *, Seyed Mahmood Taghavi-Shahri, Roya Nateghi
    Aims

     The sonoelectrochemical mineralization of the synthetic aqueous solution of the perfluorooctanoic acid (PFOA) on Ti/PbO 2 anode was investigated using the response surface methodology based on a central composite design (CCD). 

    Materials and Methods

     The CCD was performed using three different variables such as current density (CD) (mA/cm 2 ), pH, and supporting electrolyte (EL) concentration (mM). The total organic carbon (TOC) removal was determined as an indicator of PFOA mineralization. A Shimadzu TOC analyzer was used to measure the TOC of the samples. The Ti/PbO 2 electrode was prepared using the electrochemical deposition method. In order to enhance the electrochemical mineralization, ultrasonic (US) radiation was used. The US frequency was 20 kHz. 

    Results

     The optimum conditions for PFOA mineralization in synthetic solution were EL concentration of 94 mM, pH of 2, and CD of 83.64 mA/cm 2 , which resulted in complete TOC removal. The results indicated that the most effective factor for PFOA mineralization was CD. Besides, the TOC removal efficiency significantly increased with increasing CD. 

    Conclusions

     Under optimum conditions, the mineralization of PFOA was almost completed after 90 min of sonoelectrolysis. Therefore, sonoelectrolysis was found to be a more effective technique for mineralization of an environmentally persistent compound.

    Keywords: Central composite design, Perfluorooctanoic acid, Response surface methodology, sonoelectrochemical degradation, Ti, PbO}
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