Original research articleComparative analysis of maple syrups and natural sweeteners: Carbohydrates composition and classification (differentiation) by HPAEC-PAD and FTIR spectroscopy-chemometrics
Graphical abstract
Introduction
Maple syrup is the natural sweetener obtained from the sap of several species of Acer trees but is predominantly derived from sugar maple (Acer saccharum), boiled to evaporate water and concentrated to a 67° brix sugar content (Perkins and Van den Berg, 2009). When compared to other natural sweeteners, maple syrup is considered by many to be a superior option due to its unique flavor compounds, high mineral nutrient content, high antioxidant capacity, antiradical, antimutagenic and antiproliferative (anticancer effects) activities with many potential putative health benefits (Thériault et al., 2006, González-Sarrías et al., 2012, Perkins and Van den Berg, 2009, Phillips et al., 2009, Singh et al., 2014).
The chemical composition of maple syrup is dominated by carbohydrates, mainly sucrose (>80%) followed by variable detectable traces of glucose and fructose; minerals (potassium, magnesium and calcium), vitamins (riboflavin) and organic acids such as fumaric and malic (Stuckel and Low, 1995, Stuckel and Low, 1996, Perkins and Van den Berg, 2009). Additionally, maple syrup exhibits a wide diversity of phytochemicals, among which phenolic compounds predominate with strong antioxidant activities, responsible for the known potential health benefits of this natural sweetener (Li and Seeram, 2010, Li and Seeram, 2011a, Li and Seeram, 2011b). Also, many phenolic derivatives are associated with the color and aroma of the syrup; therefore, the darkness of syrups is often associated with stronger flavor and functionality (Stuckel and Low, 1996, Perkins and Van den Berg, 2009).
In maple syrup, a carbohydrate profile is mainly based on the qualitative and quantitative content of glucose, fructose and sucrose (Stuckel and Low, 1995); however, nowadays oligosaccharides are useful molecular markers of authenticity, adulterant detection, and quality of natural sweeteners. The most common technique used to generate high resolution, sensitivity and reproducibility of oligosaccharides profiles is an anion exchange chromatography coupled to pulsed amperometric detection (HPAEC-PAD). This type of chromatography has been used for the identification of adulterants in food products like honeybee and fruit juices; as well as for the characterization of the carbohydrate profile of agave syrups and natural sweeteners (Martens and Frankenberger, 1990, Morales et al., 2008, Megherbi et al., 2009, Willems and Low, 2014, Mellado-Mojica and López, 2015).
The infrared region (IR) measures the vibrations of molecules, the functional group vibrations have very specific vibration frequencies that have been key in molecular identification (Rodriguez-Saona and Allendor, 2011). Fourier transform infrared (FTIR) spectroscopy has been widely used in the food and drug industries because it is simple (little sample preparation), rapid, low-cost and non-destructive. The use of attenuated total reflectance (ATR) with FTIR improves the potency for spectral collection from solids, liquids, semi-solids and thin films (Rodriguez-Saona and Allendor, 2011, Cozzolino, 2012).
Chemometrics is the science of extracting molecular relevant information from complex multidimensional data, generated during chemical experiments, by using multivariate analysis techniques. Multivariate data analyses have the ability to determine more than one component at a single or specific time point in a sample, to group, recognize or classify a sample(s) in order to establish geographic origin, or process modification, adulteration, etc. (Rodriguez-Saona and Allendor, 2011, Cozzolino et al., 2011a, Cozzolino et al., 2011b, Cozzolino, 2012, Santos et al., 2013). Principal component analysis (PCA) is one of many chemometric methods employed to extract the classifier features (defined as principal components; PCs) from spectroscopic data to visualize the data and exhibit the clustering pattern of different groups of samples (Javidnia et al., 2013). PCs are uncorrelated with each other, hierarchical and sequentially calculated and express the main information contained within a group of samples (Mellado-Mojica and López, 2015).
The powerful combination of FTIR and chemometrics has been successfully applied in many research areas, for example, the differentiation of fruit varieties and their geographic origin (Rodriguez-Saona and Allendor, 2011, Cozzolino et al., 2011a, Cozzolino et al., 2011b), the classification and discrimination of organic and non-organic wines (Cozzolino et al., 2009), the determination of extra virgin olive oils origin (Hennesey et al., 2009) and honey quality and authenticity based on botanical and geographical origin (Ruoff et al., 2006, Cozzolino et al., 2011a, Cozzolino et al., 2011b). Recently, a study on agave syrups discrimination from natural sweeteners and classification according to their natural source was reported by our group (Mellado-Mojica and López, 2015).
The maple syrup unique flavor and the richness of bioactive molecules such as carbohydrates, amino acids, vitamins, minerals, and phenolic compounds with many potential health benefits makes this sweetener highly desirable for human consumption. Hence, new knowledge generation or confirmation on maple syrup properties such as identification of oligosaccharides as chemical markers would be helpful for the authentication, characterization, and subsequent detection of intentional adulteration of this natural sweetener, which are the goals of the current work. Simultaneously, the potential of FTIR spectroscopy in the discrimination between maple syrup and other common natural sweeteners is evaluated herein.
Section snippets
Standards
Glucose, fructose, sucrose and maltooligosaccharides (DP2–DP7, from Supelco), as well as raffinose and stachyose were acquired from Sigma-Aldrich (St Louis, MO). Fructooligosaccharides: 1-kestose, 1,1-nystose and 1,1,1-kestopentaose (DP3–DP5, consecutively) were obtained from Wako Pure Chemical Industries, Ltd (Tokyo, Japan).
Maple syrups and natural sweeteners analyzed samples
Six commercial maple syrup samples (MS1–MS6) and maple sap (MSS), which was collected from sugar maple species, were obtained from the Federation of Maple Syrup Producers
Carbohydrates composition (fingerprint) in maple syrups and natural sweeteners
Carbohydrates fingerprint (carbohydrates composition) is a very valuable tool for the characterization and authentication of natural syrups (Mellado-Mojica and López, 2015). The search for oligosaccharides as molecular markers is mandatory to determine the authenticity of similar products, and quality and origin issues of sweeteners.
Conclusion
Comparative analysis of maple syrups and other popular natural sweeteners (corn, sugarcane, honey and agave syrups) was conducted in this work. Chromatographic tools such TLC and HPAEC-PAD showed differences in the profiles and abundance of carbohydrates between syrups according to their natural source. These results allowed the establishment of maple syrup carbohydrate fingerprinting, which could play a key role in determining the authenticity of this sweetener.
FTIR spectroscopy coupled to
Author contribution statements
EMM and MGL conceived and designed the research. EMM, NSP and MGL performed the experiments and analyzed the data. All authors wrote, read and approved the manuscript. We declare that all experiments were done in Cinvestav-Irapuato.
References (35)
- et al.
Diphenylamine-aniline-phosphoric acid reagent, a versatile spray reagent for revealing glycoconjugates on thin-layer chromatography plates
Anal. Biochem.
(2000) - et al.
Mid infrared spectroscopy and multivariate analysis: a tool to discriminate between organic and mono-organic wines grown in Australia
Food Chem.
(2009) - et al.
Anticancer effects of maple syrup phenolics and extracts on proliferation, apoptosis, and cell cycle arrest of human colon cells
J. Funct. Foods
(2012) - et al.
Discrimination of edible oils and fats by combination of multivariate pattern recognition and FT-IR spectroscopy: a comparative study between different modeling methods
Spectrochim. Acta A
(2013) - et al.
Quantitative analysis of sugar solutions using infrared spectroscopy
Food Chem.
(1992) - et al.
Quebecol, a novel phenolic compound isolated from Canadian maple syrup
J. Funct. Foods
(2011) - et al.
Identification, classification and discrimination of agave syrup from natural sweeteners by infrared spectroscopy and HPAEC-PAD
Food Chem.
(2015) - et al.
HPAEC-PAD oligosaccharides analysis to detect adulterations of honey with sugar syrups
Food Chem.
(2008) - et al.
Maple syrup—production, composition, chemistry, and sensory characteristics
Adv. Food Nutr. Res.
(2009) - et al.
Total antioxidant content of alternatives to refined sugar
J. Am. Diet. Assoc.
(2009)
Rapid detection and quantification of milk adulterations using infrared microspectroscopy and chemometrics analysis
Food Chem.
Characterization of polysaccharides isolated from maple syrup
Phytochem
Antioxidant, antiradical and antimutagenic activities of phenolic compounds present in maple products
Food Chem.
Quality control of honey using infrared spectroscopy: a review
Appl. Spectrosc. Rev.
Multivariate data analysis applied to spectroscopy: potential application to juice and fruit quality
Food Res. Int.
Recent trends on the use of infrared spectroscopy to trace and authenticate natural and agricultural food products
Appl. Spectrosc. Rev.
Confirmation of food origin claims by Fourier transform infrared spectroscopy and chemometrics: extra virgin oil from Liguria
J. Agric. Food Chem.
Cited by (34)
A simple strategy based on ATR-FTIR difference spectroscopy to monitor substrate intake and metabolite release by growing bacteria
2023, Spectrochimica Acta - Part A: Molecular and Biomolecular SpectroscopyHoney adulteration detection based on composition and differential scanning calorimetry (DSC) parameters
2022, LWTCitation Excerpt :The sucrose and melezitose content of honey showed increase as the proportion of adulteration agent increased, particularly when maple syrup, corn syrup or rice syrup were used for adulteration. As maple syrup is mostly composed of sucrose (Mellado-Mojica, Seeram, & López, 2016), it was expected an increase in this parameter as determined by honey substitution with this syrup. A similar increase was observed in the case of melezitose content when honey was adulterated with corn syrup and rice syrup, respectively.
Kinetic and thermodynamic study of corncob hydrolysis in phosphoric acid with a low yield of bacterial inhibitors
2020, Biomass and BioenergyCitation Excerpt :With this technique, the obtained value corresponds to all the reducing sugars present in the hydrolysate. The different sugars in the hydrolysates obtained at lower acid concentration, reaction time, and temperature, and those formed at the highest acid concentration reaction time and temperature were analysed by High Pressure Anion Exchange Chromatography coupled with Pulsed Amperometric Detection (HPAEC-PAD), according to the protocol by Mellado-Mojica et al. (2016) using a Thermo, Waltham, Dionex ICS-3000 ion chromatograph [24]. The hydrolysate obtained at the most critical reaction conditions and a 300 min reaction time at 110 °C, and a phosphoric acid solution of 1.34 M used to determine the concentration of furfural and 5-HMF.
A comparative physicochemical analysis of maple (Acer saccharum Marsh.) syrup produced in North America with special emphasis on seasonal changes in Nova Scotia maple syrup composition
2020, Journal of Food Composition and AnalysisCitation Excerpt :In 2017, Quebec produces nearly 92 % of Canadian maple syrup, while New Brunswick, Ontario and Nova Scotia contributed by 4 %, 3 % and 1 %, respectively (Agriculture and Agri-Food Canada, 2017). Maple syrup is considered as a superior alternative to refined sugar among many other available natural sweeteners, mainly due to its mineral content and high amount of phenolic compounds with bioactivities such as antioxidant, antiradical, antimutagenic and anticancer activities (Mellado-Mojica et al., 2016; González-Sarrías et al., 2012; Phillips et al., 2009). It has been shown that consumption of maple syrup produces lower glucose and insulin responses, compared to corn syrup, brown rice syrup, and dextrose, making it a better replacement of refined sugars in our diets (St-Pierre et al., 2014; Mellado-Mojica et al., 2016).