Starch Samples Research Articles

Effect of Fermentation Time and Varietal Difference on the Pasting Properties and Bread‐Making Ability of Cassava Starch (Manihot esculenta)

AbstractThis research is to investigate the breadmaking ability of three cassava starch varieties (96/1414, TME15, and YARA) grown in Cameroon. To achieve this, starch samples from each variety are collected before and during fermentation to determine chemical, rheological, and bread‐making properties. They are analyzed for pH, titratable acidity (TTA), lactic acid (LA), specific volume (SPV), and pasting properties using known method; These parameters are used to perform a principal component analysis (PCA). The morphological characteristics are studied by scanning electron microscope (SEM). Result shows that, there is a decrease in pH (6.21–3.8) with an increase in TTA (0.34–7.05) and LA (0.15–6.46) with fermentation time. In parallel, a decrease of pasting properties and an increase in SPV (1.15–2.82 cm3 g−1) are observed. The PCA surrounds 96/1414 day 30, YARA day 30, and TME15 day 25 α 30 as the best samples, and the SEM shows a superficial degradation of the granules after fermentation. Thus, this study suggests that the optimal sour cassava starch for bread‐making can be obtained from 96/1414 day 30, TME15 day 25 α 30, and YARA day 30. The variety 96/1414 appears to have the best bread‐making ability while TME15 appears to be most suitable for short fermentation time.

Potential use of Thai mango (Mangifera indica Linn. cultivar Chok-Anan) seed porous starch for retention of aroma compounds from coffee extract

This study aimed to extract and modify the properties of the starch from Thai mango seeds (cultivar Chok-Anan). The porous starch samples were obtained using enzymatic treatment and its potential to retain aroma compounds from coffee extract was evaluated. The physicochemical properties, structure characteristics, porosity characteristics and adsorption quantity of starches were also determined. The retention of coffee aroma compounds was investigated through combining starch or porous starch with odorants, and storing the mixtures at room temperature for 7 and 14 days, respectively. The chemical properties of aroma compounds as well as starch surface properties were observed to affect the retention of aroma compounds upon storage. Additionally, 2-furanmethanol, d-limonene and maltol were selected to be the primary target compounds to assess the retention of odorants. This study observed a noticeable decrease in d-limonene content throughout the storage period. On the contrary, after 14 days of storage, the porous starch exhibited high retention of hydroxy compounds including 2-furanmethanol and maltol. However, after prolonged storage their ability to retain 2-furanmethanol and maltol slightly decreased. Therefore, the porous starch derived from mango seeds exhibited the potential to retain coffee aroma compounds and could be a desirable green adsorbent for food and cosmetic industries.

The impact of processing technology on microbial community composition and functional properties of Beninese maize ogi

Traditionally fermented maize starch, called ogi, is produced to prepare akpan, a yoghurt-like street food widely consumed in Benin. Current maize ogi production practices were compared to assess the impact of different processing technologies on the characteristics of the fermented product as a basis to determine best practices. Maize starch slurry samples were collected from processors in five municipalities in southern Benin and analysed before fermentation (starch samples) and after spontaneous fermentation (ogi samples). Four technological pathways for maize starch production were distinguished based on variations in the duration of steeping the grains, which ranged from 6 to 72 h, and whether or not kneading of the wet flour before filtration was practised. Six categories of maize ogi were derived from the four technology groups based on the duration of the fermentation, which lasted from 6 to 24 h. The average pH of maize starch varied from 3.2 to 5.3, with the lowest values for the two technology groups that also had the highest lactate concentrations (9–11.8 g/L). The six maize ogi categories had a pH ranging from 3.1 to 4.0. Viable plate counts of lactic acid bacteria were similar for maize starch samples and for ogi samples, whereas yeast counts showed clear differences. Members of the genera Limosilactobacillus, Lactobacillus, Weissella, Streptococcus and Ligilactobacillus, dominated the bacterial community in maize starch, and were also dominant in maize ogi. The members of the genera dominating the fungal community in maize starch were also dominant in maize ogi, except for Aspergillus and Stenocarpella spp., which decreased in relative abundance by fermentation. The highest total free essential amino acid concentration was 61.6 mg/L in maize starch and 98.7 mg/L in ogi. The main volatile organic compounds in maize starch samples were alcohols, esters, and carboxylic acids, which also prevailed in maize ogi samples. The results indicate that the characteristics of traditional maize ogi depend on the processing technologies used to produce the maize starch before the intentional fermentation into ogi, with no clear-cut connection with the production practices due to high variations between samples from the same technology groups. This revealed the importance of a standardized maize starch production process, which would benefit controlling the starch fermentation and the characteristics of maize ogi. Further research is needed to understand the hidden fermentation during maize starch production for determination of the best practices that support the production of quality maize ogi.

Atomic force microscopy, deformation-recovery and numerical study of wheat dough

Experimental and numerical modelling work related to microstructure and deformation of starch, gluten and wheat dough was presented. Atomic force microscopy analyses through force spectroscopy on starch samples showed elastic behaviour of both dried and reconstituted wet starch granules, where wet starch was shown to be more cohesive than dried starch. Deformation-recovery test over time under compression mode showed almost complete recovery to original sample height of gluten, whereas only a slight recovery was observed for dough. Finite element modelling was then commenced to simulate gluten deformation-recovery and starch-gluten dough deformation. The gluten geometry used for the starch-gluten dough model was obtained from cryo-SEM image from the previous work before the starch geometry was then included. The interface between the starch and gluten model was defined using viscoelastic cohesive zone elements. The modelling results suggested significant influence of gluten cellular structure towards starch-gluten dough integrity. In addition, the results from the current work further supported the previous report of the starch-gluten interfacial behaviour using viscoelastic cohesive zone model.

Structure properties of Canna edulis RS3 (double enzyme hydrolysis) and RS4 (OS-starch and cross-linked starch): Influence on fermentation products and human gut microbiota

This study investigated the in vitro fermentation characteristics of different structural types of Canna edulis resistant starch (RS). RS3 was prepared through a double enzyme hydrolysis method, and RS4 (OS-starch and cross-linked starch) was prepared using octenyl succinic anhydride and sodium trimetaphosphate/sodium tripolyphosphate, respectively. The RS3 and RS4 samples were structurally analyzed using scanning electron microscopy, Fourier-transform infrared spectroscopy, differential scanning calorimetry, and X-ray diffraction analysis. This was followed by in vitro fermentation experiments. The results revealed microstructure differences in the two groups of starch samples. Compared to native starch, RS3 and RS4 exhibited a lower degree of order and endothermic energy, with lower crystallinity (RS3: 29.59 ± 1.11 %; RS4 [OS-starch]: 28.01 ± 1.32 %; RS4 [cross-linked starch]: 30.44 ± 1.73 %) than that in native starch (36.29 ± 0.89 %). The RS content was higher in RS3 (63.40 ± 2.85 %) and RS4 (OS-starch: 71.21 ± 1.28 %; cross-linked starch: 74.33 ± 0.643 %) than in native starch (57.71 ± 2.95 %). RS3 and RS4 exhibited slow fermentation rates, promoting the production of short-chain fatty acids. RS3 and cross-linked starch significantly increased the production of acetate and butyrate. Moreover, RS3 significantly promoted the abundance of Lactobacillus, while OS-starch and cross-linked starch significantly enhanced the abundance of Dorea and Coprococcus, respectively. Hence, the morphological structure and RS content of the samples greatly influenced the fermentation rate. Moreover, the different varieties of RS induced specific gut microbial regulation. Hence, they show potential applications in functional foods for tailored gut microbiota management.

Comparative Study of the Performances of Octenyl Succinic Anhydride‐Modified Agriophyllum squarrosum and Quinoa Starches to Stabilize Pickering Emulsions

AbstractVery small granule starch is a good source for effective Pickering emulsion stabilizers. In this study, native Agriophyllum squarrosum (A. squarrosum) starch (N‐AS) and native quinoa starch (N‐QS) are modified by octenyl succinic anhydride (OSA), and the physicochemical as well as the emulsifying characteristics of two modified starches are evaluated. Fourier transform infrared spectroscopy (FTIR) shows that the esterification reactions between OSA and the two starches are successful, and the substitution effect of OSA‐modified A. squarrosum starch (OSA‐AS) is better than that of OSA‐modified quinoa starch (OSA‐QS). X‐ray diffraction (XRD) analysis shows that OSA modification does not alter the crystal type of the starch particles. OSA modification increases the particle size and hydrophobicity of both starches, and the particles of OSA‐AS are smaller than that of OSA‐QS, which corresponded to the fact that N‐AS possesses a smaller particle size compared to native N‐QS. OSA‐modified starches are arranged at the interface of oil–water to stabilize the emulsion. The OSA‐AS displays better performance of stabilizing emulsion than OSA‐QS. The Pickering emulsions formed by all OSA‐modified starch samples are mainly elastic gel‐like emulsions. In summary, OSA‐AS is more suitable for Pickering emulsion stabilizer than OSA‐QS.

Effect of annealing on the chemical and physico- functional properties of fermented provitamin A cassava starch

This study reports the effect of annealing on chemical and physico-functional properties of fermented pro-vitamin A cassava starch of cassava roots TME-IBA 070539 variety. The provitamin cassava starch flour was extracted to produce native starch flours (NCS). Fermentation was carried out on the tubers at 24 and 48 hours to produce provitamin A cassava fermented starches FCS24 and FCS48 respectively. The starch flour samples NCS, FCS24 and FCS48 were then annealed at 50°C to produce annealed native starches (ANCS), annealed 24 hours fermented cassava starch (AFCS24) and annealed 48 hours fermented cassava starch (AFCS48). The chemical and physico-functional properties were evaluated using standard methods. The result revealed negligible amount of crude protein and ash content. However, the carbohydrate content in all the samples ranged between 93.39 – 95.01% signifying high purity starches. These processes imparted positively the β- carotene content which ranged between 2.50 – 2.80 µg/100g in the cassava starches. Although, no significant (p>0.05) difference was observed in the β-carotene content when compared with the corresponding annealed starches except for a slight reduction at AFCS48. The amylose content decreased significantly (p>0.05) by 21.72 and 38% in the combined process of annealing and fermentation as observed for AFCS24 and AFCS48 respectively. Also, amylose leaching was more pronounced in the NCS than the fermented and annealed starches. No significantly (p<0.05) difference was observed in the corresponding samples; ANCS, AFCS24 and AFCS48 for total titratable acidity while pH decreased significantly in the annealed starches. The swelling and solubility increased with increase in temperature, generally annealing lowered the swelling capacity and increased the solubility of the starch samples and this could be harnessed in food preparations and in the industries.

A study on influences of an induced electric field on the Enzymolysis of water caltrop starch by Pullulanase

SummaryOurs is a study on the influences of an induced electric field on the physicochemical properties, structure and in vitro digestion of water caltrop starch by Pullulanase. The distribution range of molecular weight, the average molecular weight of enzyme‐treated starch, and induction electric field decreased gradually. The amylose content and gel strength of starch samples increased gradually when 50 V, 75 V and 100 V induced electric fields were applied, and the solubility and swelling power decreased with the increase of voltage. When the induced voltage was 100 V, amylose content reached 85.78%, gel strength was 198.56 g, the content of slowly digestible starch (SDS) was 41.34%, and the expected glycaemic index (eGI) was the lowest, 1047/1022, and crystallinity was higher than that of other treated samples. When the induced voltage continued to rise to 125 V and 150 V, the amylose content and gel strength of starch began to decrease, corresponding solubility and swelling power began to increase, and the short‐range order and crystallinity of starch were reduced. The content of SDS decreased gradually and eGI increased. This study provides a reference for research on the modification of starch by induction electric field.

Influence of enzymatic extraction on the properties of corn starch

Corn starch played an important role in the food industries, while traditional extraction method involved using sulfur dioxide that could easily cause environmental pollution and equipment corrosion. Based on these drawbacks, the main objective of this study was to develop a feasible two-step enzymatic extraction method that could isolate starch from corn kernels and evaluate the properties of corn starch. The physicochemical components of steep liquor during enzymatic extraction were researched, the single-factor experiments and response surface methodology were used to optimize the steeping conditions. As a result, optimized steeping parameters of which the first step time was 30 h, the lactic acid solution concentration was 0.45%, the protease content was 480 U/g, the l-cysteine content was 0.45 g, and the second step time was 4 h. The corn starch yield (65.18%) with enzymatic extraction was higher than that of traditional extraction (54.73%). The solubility and swelling power of all starch samples were raised with the temperature increasing. The starch extracted using the enzymatic method had a higher amylose content (35.18%) and mean diameter (30.99 μm). Compared with commercial corn starch, the starch samples presented nearly identical FT-IR spectra, the same A-type crystalline pattern and morphology, furthermore, a higher resistant starch content was detected in corn starch obtained through extraction methods. This finding will provide useful information to food industries for extraction of corn starch.

Study on the onset mechanism of bio-blister degradation of polyolefin by diatom attachment in seawater

It is essential to develop a mechanism for lowering the molecular weight of polyolefins to achieve biodegradation in seawater. In this study, a polypropylene/polylactic acid blend sample was first subjected to photodegradation pretreatment, and it was confirmed that in pure water, the acid generated promotes the polypropylene degradation (autoxidation), while in alkaline seawater, the promotion was inhibited by a neutralization reaction. In the autoxidation of polyolefins in alkaline seawater, aqueous Cl− was also the inhibitor. However, we found that autoxidation could be initiated even in seawater by lowering the pH and using dissociation of ClOH (called blister degradation). The blister degradation mechanism enabled autoxidation, even in seawater, by taking advantage of the ability of diatoms to secrete transparent exopolymer particles (TEP) to prevent direct contact between the surface layer of polyolefins and alkaline seawater. We named blister degradation in seawater with diatoms as bio-blister degradation and confirmed its manifestation using linear low-density polyethylene (LLDPE)/starch samples by SEM, IR, DSC and GPC analysis.

Exploring the Structural, Thermal, and Protective Potential of Loquat Seed Starch and Flax Seed Oil Nanoemulsion Coating on Strawberry

AbstractIn recent years, nonconventional sources have been explored for the extraction of starch due to their potential applications. Thus, this study investigates the potential of loquat seeds starch and exploring their structural and thermal properties. Moreover, the nanoemulsion is prepared from starch, flax seed oil, and tween 80 which is further utilized as a coating for the shelf‐life improvement of citrus fruits such as strawberries. The yield of loquat seed starch is 30.04% ± 2.19% with a particle size of 160.4 ± 4.06 nm and −16.2 ± 1.45 mV zeta potential. The gelatinization temperature of starch is observed to be 78.75 °C. Starch samples show major peaks at 3287.52, 2929.52, 1642.07, 1339, 1149.68, 1077.79, and 1003.62, 859.62, 573.01, and 526.25 cm−1. X‐ray diffraction reveals the semicrystalline structure of starch. The characterization of nanoemulsion reveals its excellent structural properties and stability. When the nanoemulsion is coated on strawberries, it effectively delays weight loss and also affects the titratable acidity content and total soluble solids, thereby reducing spoilage. In conclusion, this study demonstrates that the nanoemulsion exhibits great potential in the shelf‐life improvement of strawberries. Thus, combining oils with starch represents a promising approach to enhance its effectiveness in controlling foodborne pathogens.

Isolation and Characterization of Starch from Different Potato Cultivars Grown in Croatia

Starch is a polysaccharide that is widely used in food and other industries; therefore, due to its great potential, it is attempted to be maximally isolated from various foods rich in starch. Commonly, potatoes are used for starch production due to the relatively high starch content in tubers, and the process itself is complex and includes several steps. The aim of this study was to isolate and characterize starch from eight potato varieties. First, the basic chemical composition of the potato samples was determined, and then the isolation was carried out under laboratory conditions. The isolated starch was air dried, then ground and sieved through a 400 µm sieve. The basic chemical composition, amylose content, starch color, swelling capacity and solubility index, clarity of starch pastes, texture of starch gels and thermo-physical properties (gelatinization and retrogradation) were determined in the obtained starch samples. The results showed that the SL 13–25 potato variety had the lowest starch content, while the Stilleto variety had the highest starch content. The content of protein, fat, ash and crude fiber was relatively low in all of the isolated starches, indicating their high purity. Also, the difference in the color of the isolated starches was difficult to see. The highest amylose content had starch from Saprodi, while the lowest was observed in starch from SL 13–25. Starch from the cv. Dartiest had the highest, while starch from the cv. Sereno had the lowest gel strength. The starch of the cv. Dartiest also had the highest clarity value. The retrogradation transition temperatures and enthalpies were lower compared to the gelatinization temperatures and enthalpies. With the increasing temperature, both the swelling capacity and the solubility index of all the samples increased. According to the obtained differences, this study confirmed the significant influence and role of different cultivars on starch characteristics.

Effect of different proportions of glycerol and D-mannitol as plasticizer on the properties of extruded corn starch.

In this study, thermoplastic starch (TPS) was prepared by melt extrusion process, in which glycerol and/or D-mannitol were used as plasticizers, and the effect of different glycerol/D-mannitol ratios (4:0, 3:1, 2:2, 1:3, and 0:4) on the physicochemical properties of the extruded starch samples was investigated. The short-range molecular order, crystallization, gelatinization, thermal stability, and thermal properties of the TPS samples were analyzed through attenuated total reflection-Fourier transform infrared (ATR-FTIR) spectroscopy, X-ray diffraction (XRD), rapid visco analysis (RVA), differential scanning calorimetry (DSC), and thermogravimetric analysis (TGA). The results showed that the crystallinity and short-range molecular order of the TPS samples increased with increasing glycerol content. Conversely, the water absorption index (WAI) and water solubility index (WSI) of the TPS samples decreased with increasing glycerol content. In addition, the TPS samples with higher glycerol content exhibited higher gel and thermal stabilities. This study provides a theoretical basis for starch extrusion and plasticization in the preparation of TPS-based materials with specific properties.

Upcycling waste tempura flake-derived starch powder as an environment-friendly polymer matrix filler for thermoplastic starch compounds

Waste tempura flakes collected from local restaurants were upcycled to be utilized as a polymer filler material. The oil fraction in collected waste tempura flakes were extracted two times via centrifugal solid-liquid separation and organic solvent extraction. Then, oil-extracted residual starch was freeze-milled to produce fine powders. Waste tempura flake-derived starch powder was substituted with 1%, 3%, and 5% (wt%) of virgin starch powder to produce thermoplastic starch. Composition, X-ray diffraction, and Fourier transform infrared analyses showed that the mixture was successfully thermally plasticized. Substitution of waste tempura flake-derived starch decreased tensile strength while increasing elongation at break of some samples. Produced thermoplastic starch samples again were compounded with polylactic acid (PLA) and poly-butylene adipate-co-terephthalate (PBAT) following a mixing ratio of 3:5:2. The analyses indicated that thermoplastic starch, PLA, and PBAT were successfully compounded. The compound containing 1 wt% substituted thermoplastic starch showed the minimal mechanical strength decrease. This study revealed the possibility of upcycling waste fried food into a valuable bioplastic material. Waste tempura flakes can be utilized as both bio-jet fuel and bioplastic filler material.

Comparative study: how dry heating treatment and annealing influence the multi-structure, physicochemical properties and in vitro digestibility of black highland barley starch.

In this study, comparative investigation on the effect of dry heating treatment (DHT) and annealing (ANN) on multi-structure, physicochemical properties and in vitro digestibility of black highland barley (BHB) starch was done. Results revealed that both DHT and ANN did not affect the "A"-type crystalline pattern and FT-IR spectroscopy of BHB starch, but changed the morphology, raised water absorption capacity and lowered viscosities. Compared to native starch, DHT- and ANN-modified samples had totally opposite alteration trends in amylose content, color characteristics, oil absorption capacity, gelatinization parameters and pasting temperature. These changes were positively related to treatment temperature and time for DHT-modified starches, while which were dependant on treatment duration for ANN-modified starches. Total in vitro hydrolysis rate and rapidly digestive starch content in starch markedly raised after DHT, whereas slowly digestive starch and RS levels decreased. Nevertheless, ANN significantly improved the hydrolyzation stability with treatment time prolonging, especially increased RS content and lowered RDS level. Therefore, this study identified both DHT and ANN were effective methods to alter the properties of BHB starch, and more importantly, they had distinguishing influence by different mechanisms, which would remind user to select appropriate means for physical starch modification based on different application purposes.

Reducing oil absorption in pea starch through two-step annealing with varying temperatures

In this study, we investigated the effects of one-step and two-step annealing on pea starch (PS) and their impact on the starch structure and oil absorption following frying. Compared to native PS, both one-step and two-step annealing treatments significantly reduced starch solubility, swelling power, oil absorption, and specific surface area while increasing water absorption. The extent of these changes depended on the specific annealing parameters applied. Notably, among all the starch samples, PS-45-55-F (PS subject to two-step annealing at 45 °C and then 55 °C, followed by frying) exhibited the lowest oil absorption. Scanning electron microscopy (SEM) results revealed that PS-45-F (PS subject to one-step annealing at 45 °C, followed by frying) and PS-45-55-F retained more of the original starch structure after frying. Analytical techniques including X-ray diffraction (XRD), Fourier-transform infrared (FT-IR), and differential scanning calorimetry (DSC) consistently indicate that two-step annealed starch (PS-45-55-F) better preserved both long-range and short-range ordered structure of starch granules during frying. Additionally, it enhanced the thermostability of annealed starch, making it more effective in inhibiting oil absorption. These findings highlight the potential of two-step annealed starch for the development of low-oil, high-quality, and healthy fried or pre-fried food products, such as coated fried chicken and tempura.

Characterization of the Starch Extracted from an Ancestral Andean Meal: Chuño

AbstractThe ancestral method of preparing chuño (freeze‐dried potato) involves three steps: freezing, soaking, and drying. The objective of this study is to identify the changes in microstructure, in physicochemical properties, and rheology of gels and suspensions of Andean potato starches caused by the procedure used to obtain chuño. A laboratory simulation of the procedure is performed using the potato variety “Rosadita” (Solanum tuberosum ssp. Andigenum). From the tests carried out on the starches extracted from the chuño obtained in the field and in the laboratory, differences phosphate content and gelatinization temperature are found. Marked differences are observed with respect to the control starch in the soluble amylose content, RVA profiles, textural attributes, and dynamic and viscous rheological properties. The chuño starches present greater resistance to granular breakdown. These observations suggest a different hydration, swelling, and gelation mechanism for the Rosadita and chuño starch samples compared to conventional potato starch and at the same time a modification due to the effect of freezing, which is more noticeable in the chuño obtained at −5 °C.

Selected Physicochemical, Thermal, and Rheological Properties of Barley Starch Depending on the Type of Soil and Fertilization with Ash from Biomass Combustion.

The following study analyzed the impact of fertilizing barley with fly ash from biomass combustion grown on two types of soil, Haplic Luvisol (HL) and Gleyic Chernozem (GC), on the properties of starch. The experiment was conducted in 2019 (A) and 2020 (B), and barley was fertilized with ash doses (D1-D6) differing in mineral content. In the tested barley starch samples, the amylose content, the clarity of the paste, and the content of selected minerals were determined. The thermodynamic characteristics of gelatinization and retrogradation were determined using the DSC method. Pasting characteristics, flow curves, and viscoelastic properties of starch pastes were performed. Starches differed in amylose content and paste clarity. The highest gelatinization and retrogradation enthalpy (ΔHG and ΔHR) values were recorded for samples GCD1A and HLD5B. None of the tested factors significantly affected the pasting temperature (PT), but they had a significant impact on the remaining parameters of the pasting characteristics. The average PT value of barley starches was 90.9 °C. However, GCD2A starch had the highest maximum viscosity and the highest rheological stability during heating. GCD2A paste was characterized by the highest apparent viscosity. It was shown that all pastes showed non-Newtonian flow and shear-thinning and had a predominance of elastic features over viscous ones. The resulting gels had the characteristics of weak gels. Ash from burning wood biomass is an innovative alternative to mineral fertilizers. It was shown that the use of such soil fertilization influenced the properties of barley starch.

Exploring the characteristics of Burkholderia gladioli pathovar cocovenenans: Growth, bongkrekic acid production, and potential risks of food contamination in wet rice noodles and vermicelli

This research investigated the presence of Burkholderia gladioli pathovar cocovenenans (BGC) in wet rice and starch products, Tremella, and Auricularia auricula in Guangzhou, China. It examined BGC growth and bongkrekic acid (BA) production in wet rice noodles and vermicelli with varying rice flour, edible starch ratios, and oil concentrations. A qualitative analysis of 482 samples revealed a detection rate of 0.62%, with three positive for BGC. Rice flour-based wet rice noodles had BA concentrations of 13.67 ± 0.64 mg/kg, 2.92 times higher than 100% corn starch samples (4.68 ± 0.54 mg/kg). Wet rice noodles with 4% soybean oil had a BA concentration of 31.72 ± 9.41 mg/kg, 5.74 times higher than those without soybean oil (5.53 ± 1.23 mg/kg). The BA concentration correlated positively (r = 0.707, P < 0.05) with BGC contamination levels. Low temperatures (4 °C and −18 °C) inhibited BGC growth and BA production, while higher storage temperatures (26 °C and 32 °C) promoted BGC proliferation and increased BA production. Reducing edible oil use and increasing edible starch can mitigate the risk of BGC-related food poisoning in wet rice noodles and vermicelli production. Further research is needed to find alternative oils that do not enhance BA production. Strengthening prevention and control measures is crucial across the entire production chain to address BGC contamination and BA production.

Utilization of a portable Raman spectrometer combined with a PCA-SVM model for starch type differentiation

This article explores the feasibility of non-destructive rapid detection of various starch types using Raman spectroscopy and machine learning models. Raman spectra of 89 samples of corn starch, 88 samples of wheat starch, and 86 samples of cassava starch were obtained using a self-developed portable Raman spectrometer, Hx-Spec. Rapid discrimination models were established using Principal Component Analysis (PCA) and Support Vector Machine (SVM) to identify the categories of corn starch, wheat starch, and cassava starch. After optimization, the accuracy of the training set was 91.84%, and the accuracy of the test set was 93.67%. The study demonstrates that the self-developed portable Raman spectrometer, in conjunction with the PCA-SVM analysis method, can rapidly and non-destructively obtain starch molecular fingerprint information and accurately discriminate category attributes.