RSM and ANN-based optimized ultrasound-assisted extraction of functional components from olive fruit (cv Arbequina): assessment of antioxidant attributes and GC-MS metabolites profiling

QR Code

RSM and ANN-based optimized ultrasound-assisted extraction of functional components from olive fruit (cv Arbequina): assessment of antioxidant attributes and GC-MS metabolites profiling

The current study devises an optimized ethanolic extraction for efficient recovery of high-value components from Pakistani olives (cv. Arbequina) using response surface methodology (RSM) and artificial neural networking (ANN). Four factors such as time, temperature, solvent concentration, and solute...

Full description

Bibliographic Details
Main Authors:	Ali, Liaqat, Anwar, Farooq, Qadir, Rahman, Batool, Fozia, Mustaqeem, Muhammad, Mohsin Ali, Rana
Format:	Article
Published:	John Wiley and Sons 2024
Online Access:	http://psasir.upm.edu.my/id/eprint/114889/

Similar Items

Sulfate-reducing bacteria metabolite detection using GC-MS
by: Nawawi, M.F., et al.
Published: (2014)

Effect of fruit maturity on the composition of high-value components and biological activities of olives from newly developed cultivars
by: Ullah, Sami, et al.
Published: (2023)

Prediction of Etching Rate of Alumino-Silicate Glass by RSM and ANN
by: Ting, Huey Tze, et al.
Published: (2009)

The establishment of aseptic cultures and multiple shoot induction of olive (Olea europaea) cv.1
by: Wong, Ru Shen, et al.
Published: (2021)

Investigation of α‐glucosidase inhibitory metabolites from Tetracera scandens leaves by GC–MS metabolite profiling and docking studies
by: Ahmed, Nokhala, et al.
Published: (2020)

Investigation of α-glucosidase inhibitory metabolites from Tetracera scandens leaves by GC–MS metabolite profiling and docking studies
by: Nokhala, Ahmed, et al.
Published: (2020)

GC-MS analysis of metabolites from soxhlet extraction, ultrasound-assisted extraction and supercritical fluid extraction of Salacca zalacca flesh and its alpha-glucosidase inhibitory activity
by: Saleh, Mohammed S M, et al.
Published: (2019)

Strength characteristics and prediction of ternary blended cement building material using RSM and ANN
by: Li, Xiaofeng, et al.
Published: (2025)

Optimization of coconut milk kefir beverage by RSM and screening of its metabolites and peptides
by: Taleb Abadl, Muna Mahmood, et al.
Published: (2023)

Optimisation of reactive dye removal by sequential electrocoagulation–flocculation method: comparing ANN and RSM prediction
by: Mobarekeh, Mohsen Nourouzi, et al.
Published: (2011)

Correlation of the GC-MS-based metabolite profile of Momordica charantia fruit and its antioxidant activity
by: V., Perumal, et al.
Published: (2022)

GC-MS based metabolite profiling, antioxidant and antimicrobial properties of different solvent extracts of Malaysian Plectranthus amboinicus leaves
by: Swamy, Mallappa Kumara, et al.
Published: (2017)

Response surface methodology-based optimized ultrasonic-assisted extraction and characterization of selected high-value components from Gemlik olive fruit
by: Ullah, Sami, et al.
Published: (2023)

GC-MS-Based metabolite profiling of cosmos caudatus leaves possessing alpha-glucosidase inhibitory activity
by: Javadi, Neda, et al.
Published: (2014)

GC-MS-based metabolite profiling of Cosmos caudatus leaves possessing alpha-glucosidase inhibitory activity
by: Javadi, Neda, et al.
Published: (2014)

Metabolites identification of oil palm roots infected with Ganoderma boninense using GC-MS-based metabolomics
by: Isha, Azizul, et al.
Published: (2020)

GC-MS analysis of phytochemical compounds in syzygium polyanthum leaves extracted using ultrasound-assisted method
by: Abd Rahim, Erlena Nor Asmira, et al.
Published: (2018)

GC-MS-based metabolites profiling of Cosmos caudatus kunth leaves possessing alpha-glucosidase inhibitory activity
by: Javadi, Neda
Published: (2014)

Predicting the capability of oxidized CNW adsorbents for the remediation of copper under optimal operating conditions using RSM and ANN models
by: Abdul Hamid, Nor Hazren, et al.
Published: (2018)

Predicting the capability of oxidized cnw adsorbents for the remediation of copper under optimal operating conditions using rsm and ann models
by: A. Hamid, Hazren, et al.
Published: (2018)

Modelling and optimization of hardness behaviour of sintered Al/SiC composites using RSM and ANN: a comparative study
by: Alam, Mohammad Azad, et al.
Published: (2020)

Advances on the separation of crocetane and phytane using GC-MS and GC x GC-TOFMS
by: Spaak, G., et al.
Published: (2016)

Comparison of GC–MS, GC–MRM-MS, and GC GC to characterise higher plant biomarkers in Tertiary oils and rock extracts
by: Eiserbeck, Christiane, et al.
Published: (2012)

Profiling of metabolite produced Monascus purpureus FTC5391 in two different substrates using HPLC- PDA and GC-MS
by: Ajdari, Zahra, et al.
Published: (2012)

Comparison of response surface methodology (RSM) and artificial neural networks (ANN) towards efficient extraction of artemisinin from Artemisia annua
by: Pilkington, J.L., et al.
Published: (2015)

Monitoring of quallity of essential oil from Etlingera SP.5 (Zingeberaceae) by GC/MS &GC - FID
by: Mohd Azlan, Mat Ali
Published: (2008)

Olive Oil Consumption and Weight Gain
by: Bes-Rastrollo, M., et al.
Published: (2010)

Predicting engine performance and exhaust emissions of a spark ignition engine fuelled with 2-butanol-gasoline blends using RSM and ANN models
by: Muhammad Yusri, Ismail
Published: (2018)

Optimization of ultrasound-assisted extraction for antioxidant activity in relation to rhoifolin content of Fortunella polyandra using response surface methodology (RSM)
by: Hazim Syahmi Elias,, et al.
Published: (2023)

Authenticating ANN-NAR and ANN-NARMA models utilizing bootstrap techniques
by: Md. Ghani, Nor Azura, et al.
Published: (2017)

Valuable nutrients and functional bioactives in different parts of olive (Olea europaea L.)-a review
by: Ghanbari, Rahele, et al.
Published: (2012)

Advances in Comprehensive Two-Dimensional Gas Chromatography (GC X GC)
by: Eiserbeck, Christiane, et al.
Published: (2014)

Biosynthesis of phyto-functionalized silver nanoparticles using olive fruit extract and evaluation of their antibacterial and antioxidant properties
by: Ullah, Sami, et al.
Published: (2023)

Overcoming the caking phenomenon in olive mill wastes
by: Williams, Orla, et al.
Published: (2017)

Conversion and characterization of biodiesel by transesterification of olive oil
by: Wong, Leh Feng
Published: (2013)

Predicting the capability of carboxylated cellulose nanowhiskers for the remediation of copper from water using response surface methodology (RSM) and artificial neural network (ANN) models
by: Hamid, Hazren A., et al.
Published: (2016)

Comparative Prediction of Red Alga Biosorbent Performance in Dye Removal using Multivariate Models of Response Surface Methodology (RSM) and Artificial Neural Network (ANN)
by: Nadiah, Mokhtar, et al.
Published: (2018)

LC-MS/MS and GC-MS analysis for the identification of bioactive metabolites responsible for the antioxidant and antibacterial activities of Lygodium microphyllum (Cav.) R. Br
by: Teoh, Wuen Yew, et al.
Published: (2023)

Monitoring essential oil quality of Etilingera SP1 GC and GC-MS
by: Sivanesan, Shanmugam
Published: (2008)

Addition of enzymes complex during olive oil extraction improves oil recovery and bioactivity of Western Australian Frantoio olive oil
by: Chih, Hui Jun, et al.
Published: (2012)