Determination of Bioactive Compounds in Buriti Oil by Prediction Models Through Mid-infrared Spectroscopy

被引:1
作者
da Silva, Braian Saimon Frota [1 ]
Ferreira, Nelson Rosa [2 ]
Chiste, Renan Campos [3 ]
Alves, Claudio Nahum [1 ]
机构
[1] Fed Univ Para PPGQ, Inst Exact & Nat Sci, Grad Program Chem, Lab Catalysis & Oleochem, BR-66075110 Belem, PA, Brazil
[2] Fed Univ UFPA, Inst Technol ITEC, Grad Program Food Sci & Technol PPGCTA, BR-66075110 Belem, PA, Brazil
[3] Fed Univ Minas Gerais UFMG, Fac Pharm, BR-31270901 Belo Horizonte, MG, Brazil
关键词
FT-MIR-ATR; PLSR; Bioactive compounds; Quality control; FTIR SPECTROSCOPY;
D O I
10.1007/s12161-024-02658-x
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Buriti oil is a vegetable oil extracted from the pulp and seeds of buriti (Mauritia flexuosa L.), a palm commonly found in the Amazon region, and is used both in popular medicine and in the cosmetic and food industries. This work aimed to develop a faster and more accessible procedure to quantify the content of carotenoids, polyphenols, and total flavonoids in buriti oils, where predictive models emphasize figures of merit. The study was carried out with 50 buriti oil samples from the state of Par & aacute;, Brazil, which were sampled by combining attenuated total reflection (ATR) spectroscopy with mid-infrared Fourier transform (FT-MIR) together with partial least squares regression (PLSR). The confidence and validation matrix were obtained from ultraviolet-visible spectroscopy. The PLSR model regarding the total carotenoid content presented values between 335.33 and 1557.05 mu g/g was validated by the concentration demonstration coefficient (R2cal) equal to 0.9556, prediction demonstration coefficient (R2pred) equal to 0.85642, bias = 5.68.10-13, performance deviation ratio value (RDP) of 2.0135, and range error rate (RER) equal to 4.3747. Concentrations of phenolic compounds were predicted between 96.2964 and 121.857 GAE/100 g, where the model presented R2cal = 0.9762, R2pred = 0.8198, bias = 3.38.10-10, RDP = 5.9028, and RER = 5.7578. The flavonoid prediction model contains concentrations between 86.844 and 133.852 mg EC/100 g that circulate R2cal = 0.9445, R2pred = 0.8536, bias = 6.98.10-8, RDP = 6.7085, and RER = 6.7085. Buriti oil showed high levels of b-carotene. Prediction models are overwhelming and can be used for screening and quality control of natural products.
引用
收藏
页码:1359 / 1372
页数:14
相关论文
共 80 条
  • [51] Marcelino G, 2022, CHARACTERIZATION BUR
  • [52] An Affordable NIR Spectroscopic System for Fraud Detection in Olive Oil
    Melendreras, Candela
    Soldado, Ana
    Costa-Fernandez, Jose M.
    Lopez, Alberto
    Valledor, Marta
    Campo, Juan Carlos
    Ferrero, Francisco
    [J]. SENSORS, 2023, 23 (03)
  • [53] Monteiro AR., 2023, BIOMASS, V3, P123, DOI 10.3390/biomass3020009
  • [54] Buriti oil microencapsulation in chickpea protein-pectin matrix as affected by spray drying parameters
    Moser, Poliana
    Ferreira, Sungil
    Nicoletti, Vania Regina
    [J]. FOOD AND BIOPRODUCTS PROCESSING, 2019, 117 : 183 - 193
  • [55] Non-destructive Evaluation of the Quality Characteristics of Pomegranate Kernel Oil by Fourier Transform Near-Infrared and Mid-Infrared Spectroscopy
    Okere, Emmanuel E.
    Arendse, Ebrahiema
    Nieuwoudt, Helene
    Perold, Willem J.
    Opara, Umezuruike Linus
    [J]. FRONTIERS IN PLANT SCIENCE, 2022, 13
  • [56] Detection of ternary mixtures of virgin olive oil with canola, hazelnut or safflower oils via non-targeted ATR-FTIR fingerprinting and chemometrics
    Ordoudi, Stella A.
    Ozdikicierler, Onur
    Tsimidou, Maria Z.
    [J]. FOOD CONTROL, 2022, 142
  • [57] Infrared spectroscopy combined with chemometrics as a convenient method to detect adulterations in cooking/stretching process in commercial cheese
    Ozturk, Mustafa
    Dogan, Muhammed Ali
    Menevseoglu, Ahmed
    Ayvaz, Huseyin
    [J]. INTERNATIONAL DAIRY JOURNAL, 2022, 128
  • [58] Pseudocereal Oils, Authenticated by Fourier Transform Infrared Spectroscopy, and their Chemopreventive Properties
    Pasko, Pawel
    Galanty, Agnieszka
    Ramos-Zambrano, Emilia
    Ayala, Alma Leticia Martinez
    Delgado, Efren
    Argasinska, Joanna Gdula-
    Zagrodzki, Pawel
    Podsiadly, Robert
    Deutsch, Joseph
    Gorinstein, Shela
    [J]. PLANT FOODS FOR HUMAN NUTRITION, 2024, 79 (01) : 151 - 158
  • [59] A comprehensive review on functional beverages from cereal grains-characterization of nutraceutical potential, processing technologies and product types
    Patra, Manisha
    Bashir, Omar
    Amin, Tawheed
    Wani, Ab Waheed
    Shams, Rafeeya
    Chaudhary, Kanhaiya S.
    Mirza, Anis Ahmed
    Manzoor, Sobiya
    [J]. HELIYON, 2023, 9 (06)
  • [60] Pushpalatha DSSPS, 2023, ADV MEDICAL DIAGNOSI, P254, DOI [10.4018/979-8-3693-0703-8.ch011, DOI 10.4018/979-8-3693-0703-8.CH011]