Skip to main content

Sourdough bread as nutritional intervention tool for improvement of cognitive dysfunction in diabetic rats

Abstract

Background

The current research targeted to study the impact of nutritional intervention by two sourdough breads in improvement of cognitive dysfunction in diabetic rats.

Methods

Type-2 diabetes was induced in rats by Streptozotocin-Nicotinamide (STZ-NC). Diabetic rats were fed on balanced diet or balanced diet containing 20% of sourdough bread I or II for a month. Lipid profile, oxidative stress, inflammatory markers and cognitive functions were assessed in all rats. Gene expression of brain-derived neurotrophic factor (BDNF) and nuclear respiratory factor 2 (NRF-2) were assessed in hippocampal tissue, while expression of phosphoenol pyruvate carboxy kinase (PEPCK), and glucose transporter 2 (GLUT2) genes were evaluated in hepatic tissue. Chemical composition and fatty acids profile were evaluated in the prepared sourdough bread.

Results

Sourdough bread II showed higher content of phenolic compounds, fat, fiber and carbohydrates. Fatty acids profile revealed that sourdough bread I was higher in saturated fatty acids (16.08%), while sourdough bread sample II was higher in unsaturated fatty acids (79.33%). Sourdough bread I or II feeding rats’ showed significant improvement in hyperglycemia, oxidative stress markers, inflammatory markers, lipid profile, liver and kidney functions in association with improvement in cognitive function. Gene expression of BDNF and NRF2 in hippocampal tissue were increased significantly, while hepatic GLUT2 and PEPCK gene expression were down-regulated in diabetic given sourdough bread I or II.

Conclusion

Sourdough bread II was superior in all the studied parameters. The anti-diabetic effect and protection from cognitive dysfunction of sourdough bread samples may be ascribed to the occurrence of dietary fibers, phenolic compounds, and polyunsaturated fatty acids.

Peer Review reports

Background

Diabetes mellitus is considered as one of the non-communicable disease affecting globally 537 million of people and this number rise to 783 million by 2045 [1]. People older than 65 years accounted about 19% of diabetic patients, while diabetic patients ranged from 65 to 99 years estimated 123 million globally [2]. The prevalence of Alzheimer’s disease (AD) is elevated in diabetic patients (65%) than normal subjects [3]. Type2-diabetes (T2D) causes brain oxidative stress, insulin resistance, and cognitive dysfunction [2, 4]. Glucose intolerance, insulin resistance and impaired insulin excretion are the main linkage between T2D and AD [5]. Due to the conjunction of the reasons for T2D and AD a new name is created, which is Type 3 diabetes referring to AD as form of AD diabetes that especially involve the brain [6]. According to World Health Organization (WHO) T2D is consider as risk factor for dementia [7]. Consequently, diabetes and its disorders must be controlled for AD prevention [5]. Brain-derived neurotrophic factor (BDNF) is a neurotrophic factor act as neurotransmitter mediator, stimulates neuron regeneration, connection, decrease liver gluconeogenesis and promote liver insulin signal transduction [8]. Nuclear factor erythroid 2-related factor 2 (Nrf2) regulate BDNF, suppressed oxidative stress, decrease expression of genes related to gluconeogenesis such as GLUT2 and increase cellular glucose uptake [9]. Injection of insulin as treatment for diabetes induces neurotrophic factors (BDNF) in hippocampus which has an improving effect on memory performance of Morris water maze test [10]. Insulin impact on cognition may be mediated through glucose metabolism regulation in cortex and hippocampus region which responsible for learning and memory in brain. This action is mediated by elevation in glucose transporter genes (GLUTs) and glucose uptake [11]. Shi et al. [12] reported that a natural food additive called trilobatin has anti-diabetic effect through activation of IRD-1/GLUT2 pathway and NRF2/ARE pathway. Hence, producing a novel food product has an effect on glucose transporter signaling as well as NRF2 signaling might serve as a promising candidate for treatment of diabetic and prevent from cognition dysfunction.

Conventional sourdough starter is an old dough fermenting factor made by blending flour and water, put up with spontaneous fermentation through yeast and lactic acid bacteria (LAB). Sourdough enhance bread quality by prolongation of shelf life, augmented loaf volume, retard staling, enhance sensory characteristics, and increased nutritional value [13,14,15]. Conventional sourdough breads have proven health beneficial effects such as lowering of risks related to colorectal cancer, obesity, cardiovascular diseases and diabetes. The sourdoughs used in bread production usually contain a wide range of probiotics which give more beneficial activities towards human health [16]. Sourdough fermentation has been shown reduction in glycaemic index of baked products and enhances phytochemical content and increases the availability of minerals through reduction of anti-nutritional factors [17]. Fibers, polyphenols and polyunsaturated fatty acids have prebiotic properties and play an important role in improving cognitive performance in animal models through influence on biochemical pathways such as brain derived neurotropic factor [18, 19]. Thus, nutritional intervention by fermented foods in form of sourdough bread containing plant food ingredients rich in phytochemicals (phenolic compounds, polyphenols and flavonoids) and phytonutrients (polyunsaturated fatty acids and fibers) may be a good strategy in treatment of type 2 diabetes and its complication in cognitive function impairment. The goal of the current investigation was preparation of two sourdough bread formulae and evaluation of their hypoglycaemic effect in type-2 diabetes induced in rats by Streptozotocin/Nicotinamide (STZ/NC). The impact of diabetes in biochemical parameters, molecular and behavioural parameters were assessed in all rats. Chemical analysis and fatty acids profile of the prepared sourdough bread were evaluated.

Methods

Plant materials

All material were purchased from local market (Cairo, Egypt) including sesame seeds, quinoa seeds, chickpea seeds, lupin seeds, whole wheat flour, wheat germ, oat, sunflower oil, sesame oil, yeast, salt and yoghurt.

Animals

Male rats of Sprague Dawley of average body weight 154.4 g were used in the current research. Animals were purchased from the National Research Centre Animal house. During the study, the animals were given clean water and normal laboratory feeds ad-libitum. All animals were housed individually in cages. The animal procedures were done according to our institutional research and ethics committee and in line with the ethical guideline for animal care and use for scientific purposes developed by the National Research Centre, Egypt (19176).

Animal’s diets

Three types of diet were designed and fed to animals during the entire study term (Table 1). AIN-93 vitamin and salt mixture were prepared according to Reeves et al. [20]. The prepared two sourdough bread samples were dehydrated and crush into powder prior their addition to the diet.

Table 1 Composition of different experimental diets (g per 100 g)

Methods

Preparation of sourdough

Liquid sourdough starter (LTSS) was prepared through fermentation of whole wheat flour and water in equal ratios according to the methods of Rózyło et al. [22] and Couch [23]. Twenty –four hour after incubation at 34 °C, of the preferment’s was refreshed each 7h/day with whole wheat flour and water till mature. Moreover, the mature sourdough starter was identified through the emergence of bubbles, the evanescence of the rotten milk smell, the emergence of a sweet smell, and a doubling in volume. So, sourdough was readiness for using in bread preparation.

Preparation, proximate analysis, phenolic compounds content and fatty acids profile of sourdough bread samples

Two sourdough (I and II) were intended. Bread I ingredients were sesame seeds, quinoa seeds, chickpea seeds (soaked, boiled and dried), sesame oil, yeast, yoghurt, salt and flour of whole wheat. Bread II was consisted of lupin seeds (soaked, boiled and dried), oat, wheat germ, sunflower seeds, yeast, yoghurt, salt and flour of whole wheat.

Sourdough was mixed with the dried ingredients of powder mixture of bread I and II in a spiral type KM400 dough mixer (Kenwood Havant, Hampshire, UK) for 10 min, temperature of dough after mixing was 25 ℃. Dough was incubated for 30 min at 35 ◦C. Bread samples were baked in oven for 45 min at 200 ± 10 ℃ after 30 min of incubation. After cooling to ambient temperature, proximate composition of bread samples were analyzed [21]. Folin-Ciocalteu reagent was used in the estimation of total phenolic content and the results were represented as gallic acid equivalents (GAE) in mg/100g sample[24]. The results were expressed as mean ± SD for three replicates. Fatty acids methyl esters were prepared according to AOAC [21] was used for preparation of methyl esters of fatty acids of the formulated sourdough bread for GLC analysis of fatty acids. Fatty acids methyl ester were identified and estimated of the executed using the condition utilized in Moha––med et al. [25].

Induction of experimental diabetes

Freshly prepared streptozotocin (STZ) (60 mg/kg BW) were intraperitoneally (ip) injected in rats after 15 min from nicotinamide (NA) (ip 110 mg/kg BW) administration [26]. Fasting blood glucose was measured after 72 h after injection of STZ-NA for proven of T2D in rats (values above 200 mg/dl).

Study protocol

Twenty-four rats were split into four groups (6 rats in group) as follows:

Group1: Normal control rats, Group 2: diabetic control rats (DC), Group 3: diabetic rats fed on balanced diet containing 20% sourdough bread I and Group (4) diabetic rats fed on balanced diet containing 20% sourdough bread II. Rats in groups one and two were rats fed on balanced diet all the experimental period. The impact of diabetes on cognitive functions was assessed in rats through behavioural assessment (MWM, Y-maze, and new object recognition). Throughout the research, food intake and body weight were observed weekly. After five weeks all nutritional parameters (total food intake, body weight gain and feed efficiency ratio) were evaluated.

Rat’s anesthesia for collection of plasma and tissues samples

After overnight fasting, rats were anesthetized with peritoneal injection of 6.6 mg/kg Ketamin and 0.3 mg/ kg of Xylazine. Cardiac puncture blood samples were obtained and centrifuged for plasma extraction. Plasma were detached from all blood samples for estimation of blood glucose [27], insulin (ELISA kit, Catalogue # SL0373Ra Sunlong®), malondialdehyde (MDA) [28], catalase [29], C-reactive protein (CRP) (ELISA kit, Catalogue # SL0202Ra Sunlong®), tumour necrosis factor-α (TNF-α) (ELISA kit, Catalogue # SL0722Ra, Sunlong®). Functions of liver (AST and ALT) and kidney (urea and creatinine) were evaluated using colorimetric kits. Plasma lipid profile was determined (total cholesterol, triglycerides, HDL-cholesterol and LDL-cholesterol) using colorimetric kits. Ratios of T-Ch/HDL-Ch and TGs/HDL-Ch were calculated. Functions of liver (AST and ALT) and kidney (urea and creatinine) were evaluated using colorimetric kits. Plasma lipid profile was determined (total cholesterol, triglycerides, HDL-cholesterol and LDL-cholesterol) using colorimetric kits. Ratios of T-Ch/HDL-Ch and TGs/HDL-Ch were calculated. Consequently, the rats were sacrificed by decapitation under guillotine consisting of a metal frame and a sharp blade, and being operated by one hand. After decapitation of animals, the liver and brain samples were dissected for gene expression analysis.

Gene expression of BDNF, NRF2, GLUT2 and PEPCK

PureLink®RNA Mini kit (Ambion®Life-technologiesTM) was used to isolate total RNA from frozen hippocampus and liver tissue according to the manufacturer’s guidelines. Total RNA levels and RNA purity were measured using Nanodrop-spectrophotometer. RevertAid first strand cDNA synthesis kit (ThermoFisher® invitrogenTM) was used to synthesize cDNA from RNA (1.5µg) according to the manufacturer’s guidelines.

Real-time PCR was performed with a Rotor-Gene® MDx instrument. The reaction mixture of 25 µl was contained cDNA (1 µl), master mix (SYBR-Green®PCR master mix, ThermoFisher® invitrogenTM) and primer pairs (0.25 µM). The sequence of primer pairs used for Brain-derived neurotrophic factor (BDNF) (Gene ID: 116901726), Nuclear respiratory factor 2 (NRF-2) (Gene ID: 116901536), Phosphoenol pyruvate carboxy kinase (PEPCK) (Gene ID:116902279), and Glucose transporter 2 (GLUT2) (Gene ID:116896985) genes expression determination were presented in Table 2. The protocol for the reaction of PCR used as follow: 2 min at 50°C thereafter 10 min at 95°C subsequently 45 cycles consist of 20 Sec at 95°C, 60 Sec at 60°C, 30 Sec at 72°C then melting curve programme. The target genes relative expressions were calculated using the method of delta CT [30] and it was normalized to the expression of the house-keeping-gene glyceraldhyde-3-phosthate dehydrogenase (GAPDH) (Gene ID:116884019).

Table 2 The Sequence of primer used for RT-PCR analysis

The impact of diabetes on cognitive functions (behavioural assessment)

Three behavioural tests were evaluated in the diabetic rats. These tests were y-maze test, which estimates short memory [35] , Morris water maze (MWM), which assesses the learning capacity and visuo-spatial memory of animals [36] and the object recognition test, which test long-term memory (LTM) and evaluate cognition[37]. All behavioural assessment tests were carried according to the methods of Mohamed et al. [38].

Statistical analysis

SPSS v26 statistical programme was used to analyse the data, one-way ANOVA with Tukey multiple comparison test was performed to evaluate whether the means are statistically different. The results of bread samples analysis were statistical analysed using Student’s t-test. Normal distributions of values were test by Kolmogorov-Smirnov normality test. Differences were considered significant at p≤0.05.

Results

Table 3 represented the chemical composition and fatty acids profile of the two sourdough bread samples. The results revealed that both bread samples I and II contain similar content of protein (13.24% and 13.14%, respectively) and ash (1.75% and 1.76%, respectively). Sourdough bread I showed higher content of fat (13.97%) compared to sourdough bread II (7.49%), while sourdough bread II presented high fiber (5.66%) and carbohydrates (71.96%) content compared to sourdough bread I. Total phenolic compounds were presented in sourdough bread I and II by 636.4 and 976 mg GAE/100g sample. GC analysis of fatty acids methyl esters of the studied bread samples revealed that sourdough bread I and II contain palmitic acid was the main saturated fatty acid presents in both samples and appeared by 16.08% and 11.65%, respectively. Linoleic acid ω-6 (38.14%) was the major unsaturated fatty acid present in sourdough bread I, while linolenic acid ω-3 (39.71%) was the major unsaturated fatty acid present in sourdough bread II. Oleic acid was present in sourdough bread I and II by 15.82% and 17.87%, respectively. Sourdough bread I (16.08%) was higher in saturated fatty acids compared with sourdough bread II (11.65%), while sourdough bread II (79.33%) was higher in unsaturated fatty acids compared with sourdough bread I (53.65%).

Table 3 Chemical composition and fatty acids profile of sourdough bread samples (Mean±SD)

Table 4 showed plasma levels of glucose, insulin, oxidative stress and inflammatory markers of different experimental groups. The results revealed that plasma levels of glucose were elevated (163.4%) significantly in diabetic control rats compared with normal. Plasma levels of insulin were reduced significantly in diabetic control rats compared with normal by 39.6%. Elevation of plasma glucose and reduction of plasma insulin in diabetic control rats are indicator to success of STZ as a model in induction of diabetes in rats. Rats feeding on balanced diet containing sourdough bread I or II noticed significant reduction in plasma glucose levels compared with diabetic control by 56.8% and 58.2%, respectively. Rats’ groups feeding on balanced diet containing sourdough bread I or II recorded significant elevation in plasma levels of insulin by 43% and 56%, respectively. Plasma MDA as indicator of lipid peroxidation was elevated significantly in diabetic control (118.6%) rats compared with normal rats, while plasma catalase as indicator to antioxidant status reduced significantly in diabetic rats (51.1%) in comparison to normal control rats. Elevation in plasma MDA in association with reduction of catalase is indicator to elevation of oxidative stress status in diabetic rats. Plasma TNF-α and CRP as inflammatory markers recorded significant elevation in diabetic control when compared with normal rats by 114% and 100%, respectively. Diabetic rats feeding on balanced diet containing sourdough bread I or II showed significant reduction in plasma levels of oxidative stress (MDA & catalase) and inflammatory markers (TNF-α and CRP) with different degrees.

Table 4 Plasma glucose, insulin, oxidative stress markers and inflammatory markers of different groups

Table 5 showed plasma lipid profile, liver and kidney functions of normal and different diabetic rats groups. The results revealed that diabetic control group showed significant elevation in plasma levels of total cholesterol (78.5%), triglycerides (69.9%), LDL-cholesterol (218.3%) in association with reduction of HDL-cholesterol levels (22.6%) when compared with normal rats. The atherogenic ratio total cholesterol/HDL-cholesterol elevated significantly by 129.5% in the rats of diabetic control. Noteworthy raise were witnessed in liver (AST and ALT) and kidney (urea and creatinine) functions of diabetic control rats compared with normal rats. Feeding diabetic rats on balanced diet containing sourdough bread I or II improved plasma lipid profile with different degrees. AST and ALT as indicator to liver function were retarded to normal levels in rats feeding on balanced diet containing sourdough bread I or II. Also plasma urea and creatinine as kidney function indicator recorded significant reduction with different degrees compared with diabetic control in rats’ groups feeding on balanced diet containing sourdough bread I or II.

Table 5 Plasma lipid profile, liver and kidney functions of different experimental groups

Table 6 indicated parameters of nutritional evaluation of different investigational groups. Rats of diabetic control revealed meaningful decrease in the gain of body weight and the ratio of food efficiency compared with all the studied rats groups, while the remained nutritional parameters and relative liver weight showed non-significant changes. The gain of body weight, final weight of the body, and liver relative weight of rats feeding on balanced diet containing sourdough bread I or II showed non-significant changes compared with normal rats group.

Table 6 Nutritional parameters and relative liver weight of different experimental groups

The mRNA gene expression of BDNF and NRF2 in hippocampal tissue (Fig. 1) were significantly (p< 0.001) down-regulated in diabetic control rats compared to normal control rats by 86% and 58%, respectively. Feeding on balanced diet containing sourdough bread I and II significantly increased the levels of BDNF (p< 0.01) gene expression by 2.6 and 2.9 fold changes, respectively. The mRNA levels of NRF2 were significantly elevated by sourdough bread I and II by 29 and 32%, respectively.

Fig. 1
figure 1

The mRNA gene expression of BDNF and NRF2 in hippocampal tissue and GLUT2 and PEPCK in liver tissue of different experimental rats. The mRNA expression is normalized with housekeeping gene (GAPDH), values are representing as means± SE. Similar letters mean non-significant difference within groups at P≤0.05

Hepatic GLUT2 and PEPCK gene expression (Fig. 1) were significantly (p< 0.001) up-regulated in rats of diabetic-control in comparison with rats of normal group (Fig. 1). Feeding on balanced diet containing sourdough bread I and II significantly (p< 0.001) decreased the levels of GLUT2 and PEPCK gene expression. Sourdough bread I and II I and II down-regulated GLUT2 gene expression by 8.5 and 8 fold-change, respectively. Sourdough bread I and II down-regulated PEPCK gene expression by 8.5 and 7 fold-change, respectively.

Behavioural studies

The impact of diabetes in cognitive functions was evaluated through studying the different behavioural tests of all diabetic rats compared to normal rats. Diabetes leads to cognitive dysfunction as clarified in the investigated behavioural tests (water maze test, Y maze test and novel object recognition).

Y–maze test

Short-term memory is evaluated by Y-maze test. Diabetes leads to significant decreased in the percentage change seen in the diabetic control by 10.75% (Fig. 2) from those noticed in the normal rats. Feeding on balanced diet containing sourdough bread II showed significant elevation in percentage change in comparison to the diabetic control, while diet containing sourdough bread I showed non-significant elevation compared with diabetic control. However, the changes were still lower than that witnessed in the normal control.

Fig. 2
figure 2

Y-maze test of normal and diabetic groups. Similar letters mean non-significant difference within groups at P≤0.05

The Morris water maze test (MWM)

The MWM is applied to reconnoitre the spatial signal learning and memory of mice. The average of each group of the two trials that held in the same day was recorded and taken. On the first day, rat in all groups took the full 60 s fixed for the test to attain the platform. From the second day to the fifth day, normal rats and rats feeding on balanced diet containing both sourdough bread samples began to reveal considerable amelioration in comparison to diabetic control rats.

Impact of diabetes and sourdough bread samples on the time spent in the target quadrant during the probe test

The average time consumed in the target quadrant for rats feeding on balanced diet containing sourdough bread I and II increased by 6 seconds in comparison to that noted in the group of diabetic control (Fig. 3). However, it was yet considerably shorter than that relate to the normal group.

Fig. 3
figure 3

Morris water maze of normal and diabetic groups. Similar letters mean non-significant difference within groups at P≤0.05

The Novel object recognition test

NOR test investigates non-spatial memory (long-term remembrance and cognition). The period diabetic control rats, as well as rats feeding on balanced diet containing sourdough bread I spent exploring the new object was significantly lower from the time used by normal rats discovering the novel object (Fig. 4), while rats feeding on balanced diet containing sourdough bread II; spent considerably shorter time in discovering the new object from the time consumed by normal group.

Fig. 4
figure 4

Time spent with new object recognition of normal and diabetic groups. Similar letters mean non-significant difference within groups at P≤0.05

Discussion

In the present research the impact of diabetes which induced in male rats through injection with Streptozotocin-Nicotinamide (STZ-NC) on biochemical parameters, gene expression and cognitive functions were evaluated. In the present study male rats were used in the model of diabetes due to their sensitivity to cognitive dysfunction as risk factor of diabetes [39].

Our results revealed that insulin was reduced in association with elevation of glucose levels, which proven the induction of type-2 diabetes in rats (Table 4). Reduction of insulin will cause hyperglycaemia [40]. Insulin is responsible for regulation of enzymes that metabolized carbohydrate to maintain blood glucose level. Hyperglycemia is associated with the impairment in insulin excretion with extreme hepatic glycogenolysis and gluconeogenesis; and reduction uptake of glucose by the tissues [41]. Feeding rats on diet containing sourdough bread I or II showed significant elevation of insulin and reduction of glucose, which proven the anti-diabetic effect of the prepared fermented sourdough bread. It was reported previously that sourdough fermentation has been shown reduction in glycaemic index of baked products and enhances phytochemical content and increases the availability of minerals through reduction of anti-nutritional factors [17].

It was reported previously a considerable correlation between diabetes complication and elevation of blood glucose. Hyperglycaemia induces oxidative stress through imbalance between free radicals and antioxidant defence [42]. So, lipid peroxidation (MDA) is an indicator of oxidative stress, which measured in the current research. In models of diabetes in animals, MDA plasma level and catalase activity increased and decreased meaningfully due to hyperglycaemia and oxidative stress induction as shown in the current research. The present results proved that CRP and TNF-α as inflammatory makers elevated significantly in diabetic rats. Diabetic rats feeding on balanced diet containing fermented bakery product I or II exhibited significant reduction in CRP and TNF-α as inflammatory makers with variable degrees. Diabetes mellitus is considered as inflammatory disease due to presence of cytokines such as interleukin (IL)-6 and TNF-α which rose in the blood of diabetic patients [43].

Hyperglycemia induced neuronal and axon injury through rose of oxidative stress in the nervous system [44]. Natural or chemical drugs have improvement effects on histopathology and renal function markers. Renal dysfunction is one of diabetes complication. So any treatment reduce hyperglycemia may be effective in reducing renal dysfunction [45].

The present study indicated that feeding rats on sourdough bread I or II showed significant improvement of plasma lipid profile (Table 5). Fermentation of food materials is a biochemical operation by microorganisms, which presenting different organoleptic characteristic and elevates nutritional value. Consuming fermented foods is linked, with a broad range of dietary supplements beneficial effect such as antioxidant, neuroprotective, anti-inflammatory, immune-modulatory, and hypocholesterolemic properties [46].

Brain-derived neurotrophic factor (BDNF) supports the survival and differentiation of embryonic neurons and controls various neural processes in development and adulthood, including growth, differentiation, survival, synaptic formation, function, and plasticity [47, 48]. Gene expression of BDNF alteration is contributed to many disorder and diseases such as epilepsy, depression, Parkinson and Alzheimer [49,50,51,52,53]. BDNF plays a role in glucose metabolism and may play pathogenetic roles in type-2 diabetes [54]. BDNF ameliorate of hyperglycemia by improving hepatic insulin resistance in diabetes models in animal [55]. Nuclear factor erythroid 2-related factor 2 (Nrf2) regulates anti-inflammatory and antioxidant responses [56, 57]. Nrf2 regulates BDNF transcriptions [58]. Activation of BDNF by transcription factor Nrf2 contributes to antidepressant-like actions in rodents [59, 60]. Studies suggested that lack of Nrf2 may impair both type I and II diabetes [61, 62]. Nrf2 deficient animals showed deteriorated diabetic symptoms and complications in many in vivo models [63]. Nrf2 activation ameliorate insulin sensitivity in diabetic patients by suppression of oxidative stress, decrease expression of genes related to gluconeogenesis, reduced weight gain and raise skeletal muscle oxygen exhaustion, and ATP output, as well as increase cellular glucose uptake [9].

GLUT2 is an insulin-independent trans-membrane carrier protein which facilitated glucose movement across cell membranes [64]. PEPCK also called PCK1 is the first rate-limiting enzyme of gluconeogenesis (catalyses the conversion of oxaloacetate to phosphoenolpyruvate) [65]. Up-regulation of GLUT2 and PEPCK expression increased the hepatic glucose production and leads to hyperglycaemia and development of diabetes [66]. The activation of Nrf2 decreases the level of expression of GLUT2 and reactive oxygen species [67]. Overexpression of PEPCK revoked the expression of the nuclear translocation of Nrf2 [68]. In our study; fermented bakery products I and II increased the levels of Nrf2 and BDNF and inhibited glucose production by decreasing the levels of GLUT2 and PEPCK gene expression.

Fermentation of food materials is a biochemical operation by microorganisms, which presenting different organoleptic characteristic and elevates nutritional value [69]. Fermented foods are now considered as “super-foods” for their functional health-enhancer activities [46]. The valuable effects of fermented foods for brain and cognitive function was reported previously [70,71,72,73].

The compounds resulted by fermentation of food boost their neuroprotective effects by raising their bioavailability by intestinal absorption and exploitation of the consumed nutrients within the body [74, 75] . Short-chain fatty acids (SCFA) positively effectiveness the host metabolism and play essential role in the CNS [76]. Microbiota may be contributing in the management of absorption of phytochemicals and improves their activities as antioxidant and anti-inflammatory [77, 78]. Probobiotic supplementation possessed alleviation in memory dysfunction and neuroinflammation through their activities as anti-inflammatory and antioxidant; via lipopolysaccharides-induced suppression of acetylcholeinesterase [79].

Nutritional intervention is the best efficient way to moderating the gut microbiota. Dietary supplements influence the gut microbial composition and directly affect neural functioning in both the ENS and CNS [80, 81]. Diet containing fruits and vegetables as source of antioxidants, probiotics, flaxseed, nuts and fish as source of omega-3 polyunsaturated fatty acids has been shown to alleviate inflammation of the neuron and reduce the chance of cognitive dysfunction and finally AD [82, 83].

In the present study sourdough bread samples I and II containing fibers as shown from the proximate analysis (Table 3), polyunsaturated fatty acids (Table 3) and phenolic compounds (Table 3). Fibers, phenolic compounds and polyunsaturated fatty acids have prebiotic properties and play an important role in improving cognitive performance in animal models through influence on biochemical pathways such as brain derived neurotropic factor [18, 19]. Linolenic acid (ALA) (C18:3, ω-3), which is present in both prepared bread samples (Table 3); when consumed is metabolized to EPA (20:5 ω-3) and DHA (22:6 ω-3) by series of desaturation and elongation reactions. EPA (20:5 ω-3) and DHA (22:6 ω-3) are essential PUFA and are important component of cell membranes. Both EPA and DHA reportedly have neuroprotective effects via mechanisms such as suppression of inflammation, regulation of neurogenesis, and protection against oxidative stress [84]. Omega-3 fatty acids significantly induce neovasculogenesis in high glucose-mediated endothelial progenitor cells in type-2 diabetes. Also they are effective in diabetic retinopathy via suppression of angiogenesis [85].

Conclusion

The outcomes of the present research could support the WHO guidelines about the effect of diabetes on increasing cognitive dysfunction incidence. The studied sourdough breads samples were effectively improved diabetes status in diabetic rats and also reduced the retardation in cognitive function due to diabetes. Sourdough bread II was superior to Sourdough bread I. The anti-diabetic effect and protection from cognitive dysfunction of sourdough bread samples may be ascribed to the occurrence of dietary fibers, phenolic compounds, and polyunsaturated fatty acids.

Availability of data and materials

The data that support the findings of this study are available from corresponding author but restrictions apply to the availability of these data, which were used under license for the current study, and so are not publicly available. Data are however available from the authors upon reasonable request and with permission of corresponding author. All the relevant data found in the study are available in the article.

Abbreviations

AD:

Alzheimer’s disease

ANOVA:

Analysis of variance

BDNF:

Brain-derived neurotrophic factor

CRP:

C-reactive protein

GLUT2:

Glucose transporter 2

MDA:

Malondialdehyde

NRF-2:

Nuclear respiratory factor 2

PEPCK:

Phosphoenol pyruvate carboxy kinase

STZ-NC:

Streptozotocin-Nicotinamide

T2D:

Type2-diabetes

References

  1. International Diabetes Federation. IDF Diabetes Atlas, 9th ed. International Diabetes Federation, 2021. Available from: https://diabetesatlas.org/idfawp/resource-files/2021/07/IDF_Atlas_10th_Edition_2021.pdf.

  2. Biessels GJ, Whitmer RA. Cognitive dysfunction in diabetes: How to implement emerging guidelines. Diabetologia. 2020;63:3–9.

    Article  PubMed  Google Scholar 

  3. Li H, et al. Insulin degrading enzyme contributes to the pathology in a mixed model of Type 2 diabetes and Alzheimer’s disease: Possible mechanisms of IDE in T2D and AD. Biosci. Rep. 2018; 38: BSR20170862.

  4. Geijselaers C, et al. Glucose regulation, cognition, and brain MRI in type 2 diabetes: a systematic review. Lancet Diabetes Endocrinol. 2015;3:75–89.

    Article  CAS  PubMed  Google Scholar 

  5. Ramos-Rodriguez J, et al. Central vascular disease and exacerbated pathology in a mixed model of type 2 diabetes and Alzheimer’s disease. Psychoneuroendocrinology. 2015;62:69–79. https://doi.org/10.1016/j.psyneuen.2015.07.606.

    Article  CAS  PubMed  Google Scholar 

  6. De La Monte M, Wands R. Alzheimer’s disease is type 3 diabetes-evidence reviewed. J Diabetes Sci Technol. 2008;2:1101–13.

    Article  PubMed  PubMed Central  Google Scholar 

  7. WHO, 2019. Risk reduction of cognitive decline and dementia WHO guidelines. https://iris.who.int/bitstream/handle/10665/312180/9789241550543-eng.pdf?sequence=17.

  8. Moosaie F, et al. Brain derived neurotrophic factor in diabetes mellitus: a systematic review and meta-analysis. PLoS One. 2023;18(2):e0268816. https://doi.org/10.1371/journal.pone.0268816.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. David JA, William R, Piul R, Daniel C. The Nrf2/Keap1/ARE Pathway and Oxidative Stress as a Therapeutic Target in Type II Diabetes Mellitus. J Diabetes Res. 2017;2017:1–15. https://doi.org/10.1155/2017/4826724.

    Article  CAS  Google Scholar 

  10. Haas CB, et al. Brain insulin administration triggers distinct cognitive and neurotrophic responses in young and aged rats. Mol Neurobiol. 2016;53:5807–17. https://doi.org/10.1007/s12035-015-9494-6.

    Article  CAS  PubMed  Google Scholar 

  11. Hamzè R, et al. Type 2 diabetes mellitus and Alzheimer’s disease: shared molecular mechanisms and potential common therapeutic targets. Int J Mol Sci. 2022;23(23):15287. https://doi.org/10.3390/ijms232315287.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Shi Y-L, et al. Trilobatin, a natural food additive, exerts anti-type2 diabetes effect mediated by Nrf2/ARE and IRS1/GLUT2 signaling pathways. Front Pharmacol. 2022;13:828473. https://doi.org/10.3389/fphar.2022.828473.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Ganzle M, Ripari V. Composition and function of sourdough microbiota: From ecological theory to bread quality. Int J Food Microbiol. 2016;239:19–25. https://doi.org/10.1016/j.ijfoodmicro.2016.05.004.

    Article  PubMed  Google Scholar 

  14. Gobbetti M, et al. How the sourdough may affect the functional features of leavened baked goods. Food Microbiol. 2014;37:30–40. https://doi.org/10.1016/j.fm.2013.04.012.

    Article  CAS  PubMed  Google Scholar 

  15. Koistinen M, et al. Metabolic profiling of sourdough fermented wheat and rye bread. Sci Rep. 2018;8:5684. https://doi.org/10.1038/s41598-018-24149-w.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Slavin J. Whole grains and human health. Nutr Res Rev. 2018;2004(17):99–110.

    Google Scholar 

  17. Roby H, Muhialdin J, Abadl M, Nor A, Marzlan A, Lim A, Mustapha A, Hussin S. Physical properties, storage stability, and consumer acceptability for sourdough bread produced using encapsulated kombucha sourdough starter culture. J Food Sci. 2020;85(8):2286–95. https://doi.org/10.1111/1750-3841.15302.

    Article  CAS  Google Scholar 

  18. Williams S, et al. Neonatal prebiotic (BGOS) supplementation increases the levels of synaptophysin, GluN2A-subunits and BDNF proteins in the adult rat hippocampus. Synapse (New York, N Y). 2016;70:121–4. https://doi.org/10.1002/syn.21880.

    Article  CAS  PubMed  Google Scholar 

  19. Casertano M, Fogliano V, Ercolini D. Psychobiotics, gut microbiota and fermented foods can help preserving mental health. Food Res Int. 2022;152:110892. https://doi.org/10.1016/j.foodres.2021.110892.

    Article  CAS  PubMed  Google Scholar 

  20. Reeves PG, Nielsen FH, Fahey GC. AIN-93 purified diets for laboratory rodents: Final report of the American institute of nutrition Ad hoc writing committee on the reformulation of the AIN-76A rodent diet. J Nutr. 1993;123:1939–51. https://doi.org/10.1093/jn/123.11.1939.

    Article  CAS  PubMed  Google Scholar 

  21. AOAC. Official Methods of Analysis of the Association of Official Analytical Chemists. 19th ed. USA: Washington D.C; 2012.

    Google Scholar 

  22. Rózyło R, et al. Effect of adding fresh and freeze-dried buckwheat sourdough on gluten-free bread quality. Int J Food Sci Technol. 2015;50:313–22. https://doi.org/10.1111/ijfs.12622.

    Article  CAS  Google Scholar 

  23. Couch W. Effect of Sourdough Fermentation Parameters on Bread Properties. A Thesis Presented to the Graduate School of Clemson University. 2016.

  24. Singleton L, Orthofer R, Lamuela-Ravento´s M. Analysis of total phenols and other oxidation substrates and antioxidants by means of Folin-Ciocalteu reagent. Method Enzymol. 1999; 299: 152-178.

  25. Mohamed DA, Hamed IM, Mohammed SE. Utilization of grape and apricot fruits by-products as cheap source for biologically active compounds for health promotion. Egypt J Chem. 2021;64:2037–45.

    Google Scholar 

  26. Lekshmi K, Rajesh R, Mini S. Ethyl acetate fraction of Cissus quadrangularis stem ameliorates hyperglycaemia-mediated oxidative stress and suppresses inflammatory response in nicotinamide/streptozotocin induced type 2 diabetic rats. Phytomedicine. 2015;22:952–60.

    Article  CAS  PubMed  Google Scholar 

  27. Trinder P. Determination of glucose in blood using glucose oxidase with an alternative oxygen acceptor. Ann Clin Biochem. 1969;6:24.

    Article  CAS  Google Scholar 

  28. Satoh K. Serum lipid peroxide in cerebrovascular disorders determined by a new colorimetric method. Clinica Chimica Acta. 1978;20:37–43.

    Google Scholar 

  29. Aebi H. Catalase in vitro. Methods Enzymol. 1984;105:121–6. https://doi.org/10.1016/s0076-6879(84)05016-3.

    Article  CAS  PubMed  Google Scholar 

  30. Livak J, Schmittgen D. Analysis of relative gene expression data using real-time quantitative PCR and the 2–ΔΔCt method. Methods. 2001;25:402–8.

    Article  CAS  PubMed  Google Scholar 

  31. Yamashita Y, Ueyama T, Nishi T, Yamamoto Y, Kawakoshi A. (2014) Nrf2-inducing anti-oxidation stress response in the rat liver - new beneficial effect of lansoprazole. PLoS One. 2014;9:e97419. https://doi.org/10.1371/journal.pone.0097419.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Rezai M, et al. Effect of crocin carotenoid on BDNF and CREB gene expression in brain ventral tegmental area of morphine treated rats. Asian Pac J Trop Biomed. 2018;8:387–93.

    Article  Google Scholar 

  33. Tomaz M, et al. GLUT2 proteins and PPARγ transcripts levels are increased in liver of ovariectomized rats: reversal effects of resistance training. J Exerc Nutr Biochem. 2016;20:051–7.

    Article  Google Scholar 

  34. Khan A, et al. Transient increase in IL-1β, IL-6 and TNF-α gene expression in rat liver exposed to gold nanoparticles. Genet Mol Res. 2013;12:5851–7.

    Article  CAS  PubMed  Google Scholar 

  35. Luszczki J, et al. Pharmacological and behavioral characteristics of interactions between vigabatrin and conventional antiepileptic drugs in pentylenetetrazole induced seizures in mice: an isobolographic analysis. Neuropsychopharmacology. 2005;30:958–73. https://doi.org/10.1038/sj.npp.1300602.

    Article  CAS  PubMed  Google Scholar 

  36. D’Hooge R, De Deyn PP. Applications of the Morris water maze in the study of learning and memory. Brain Res Brain Res Rev. 2001; 36:60–90. https://doi.org/10.1016/s0165-0173(01)00067-4.

  37. Nalivaeva NN, et al. Effect of sodium valproate administration on brain neprilysin expression and memory in rats. J Mol Neurosci. 2012;46:569–77. https://doi.org/10.1007/s12031-011-9644-x.

    Article  CAS  PubMed  Google Scholar 

  38. Mohamed D, et al. Protective effect of dietary supplements against streptozotocin induced Alzheimer’s disease in mice. J Herbmed Pharmacol. 2021;10(4):426–35. https://doi.org/10.34172/jhp.2021.50.

    Article  CAS  Google Scholar 

  39. Li W, et al. Deferoxamine prevents poststroke memory impairment in female diabetic rats: potential links to hemorrhagic transformation and ferroptosis. Am J Physiol Heart Circ Physiol. 2023;324(2):H212–25. https://doi.org/10.1152/ajpheart.00490.2022.

    Article  CAS  PubMed  Google Scholar 

  40. Rezagholizadeh L, et al. Effect of Cichorium intybus L. on the expression of hepatic NF-jB and IKKb and serum TNF-α in STZ and STZ + niacinamide-induced diabetes in rats. Diabetol Metab Syndr. 2016;8:1.

    Article  Google Scholar 

  41. Nordlie C, Foster D, Lange J. Regulation of glucose production by the liver. Annu Rev Nutr. 1999;19:379–406.

    Article  CAS  PubMed  Google Scholar 

  42. Du X-L, et al. Hyperglycemia-induced mitochondrial superoxide overproduction activates the hexosamine pathway and induces PAI-1 and TGF [Beta] expression by increasing Sp1 glycosylation. Diabetes. 2000;49:A55–A55.

    Google Scholar 

  43. Ingaramo PI, et al. Tumor necrosis factor alpha pathways develops liver apoptosis in type 1 diabetes mellitus. Mol Immunol. 2011;48:1397–407.

    Article  CAS  PubMed  Google Scholar 

  44. Rosenberger C, et al. Challenges of neuropathic pain: Focus on diabetic neuropathy. J Neural Transm. 2020;127:589–624. https://doi.org/10.1007/s00702-020-02145-7.

    Article  PubMed  Google Scholar 

  45. Gui D, et al. Astragaloside IV ameliorates renal injury in streptozotocin-induced diabetic rats through inhibiting NF-jB-mediated inflammatory genes expression. Cytokine. 2013;61:970–7.

    Article  CAS  PubMed  Google Scholar 

  46. Kumar MR, et al. Clinical and preclinical studies of fermented foods and their effects on Alzheimer’s Disease. Antioxidants (Basel). 2022;11(5):883.

    Article  PubMed  Google Scholar 

  47. Yoshii A, Constantine-Paton M. Postsynaptic BDNF-TrkB signaling in synapse maturation, plasticity, and disease. Dev Neurobiol. 2010;70:304–22.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  48. Park H, Poo M. Neurotrophin regulation of neural circuitdevelopment and function. Nat Rev Neurosci. 2013;14:7–23.

    Article  CAS  PubMed  Google Scholar 

  49. Bibel M, Barde A. Neurotrophins: key regulators of cell fateand cell shape in the vertebrate nervous system. Genes Dev. 2000;14:2919–37.

    Article  CAS  PubMed  Google Scholar 

  50. Murer G, Yan Q, Raisman-Vozari R. Brain-derived neurotrophic factor in the control human brain, and in Alzheimer’s disease and Parkinson’s disease. Prog Neurobiol. 2001;63:71–124. https://doi.org/10.1016/s0301-0082(00)00014-9.

    Article  CAS  PubMed  Google Scholar 

  51. Binder K, Scharfman E. Brain-derived neurotrophic factor. Growth Factors. 2004;22:123–31. https://doi.org/10.1080/08977190410001723308.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  52. Martinowich K, Manji H, Lu B. New insights into BDNF function in depression and anxiety. Nat Neurosci. 2007;10:1089–93.

    Article  CAS  PubMed  Google Scholar 

  53. Adachi N, et al. New sight in expression, transport, and secretion of brain-derivedneurotrophic factor: implications in brain-related diseases. World J Biol Chem. 2014;5:409–28.

    Article  PubMed  PubMed Central  Google Scholar 

  54. Krabbe KS, et al. Brain-derived neurotrophic factor (BDNF) and type 2 diabetes. Diabetologia. 2007;50:431–8. https://doi.org/10.1007/s00125-006-0537-4.

    Article  CAS  PubMed  Google Scholar 

  55. Kuroda A, et al. Brain-derived neurotrophic factor ameliorates hepatic insulin resistance in Zucker fatty rats. Metabolism. 2003;52:203–8. https://doi.org/10.1053/meta.2003.50026.

    Article  CAS  PubMed  Google Scholar 

  56. Kobayashi E, Suzuki T, Yamamoto M. Roles Nrf2 plays in myeloid cells and related disorders. Oxid Med Cell Longev. 2013; 529219.

  57. Kometsi L, et al. By reducing oxidative stress, naringenin mitigates hyperglycaemia-induced upregulation of hepatic nuclear factor erythroid 2-related factor 2 protein. J Pharm Pharmacol. 2020;72:1394–404.

    Article  CAS  PubMed  Google Scholar 

  58. Nair B, Wong-Riley MT. Transcriptional regulation of brain-derived neurotrophic factor coding exon IX: role of nuclear respiratory factor 2. J Biol Chem. 2016;291:22583–93. https://doi.org/10.1074/jbc.M116.742304.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  59. Yao W, et al. Role of Keap1-Nrf2 signaling in depression and dietary intake of glucoraphanin confers stress resilience in mice. Sci Rep. 2016;6:30659. https://doi.org/10.1038/srep30659.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  60. Yao W, et al. Activation of BDNF by transcription factor Nrf2 contributes to antidepressant-like actions in rodents. Transl Psychiatry. 2021;11:140. https://doi.org/10.1038/s41398-021-01261-6.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  61. Aleksunes LM, et al. Nuclear factor erythroid 2-related factor 2 deletion impairs glucose tolerance and exacerbates hyperglycemia in type 1 diabetic mice. J Pharmacol ExpTher. 2010;333(1):140–51.

    Article  CAS  Google Scholar 

  62. Bitar MS, Al-Mulla FA. Defect in Nrf2 signaling constitutes a mechanism for cellular stress hypersensitivity in a genetic rat model of type 2 diabetes. Am J Physiol Endocrinol Metab. 2011;301:E1119-29.

    Article  CAS  PubMed  Google Scholar 

  63. Matzinger M, FischhuberK, Heiss EH. Activation of Nrf2 signaling by natural products-can it alleviate diabetes? Biotechnol Adv. 2018; 36: 1738-1767.

  64. Navale M, Paranjap N. Glucose transporters: physiological and pathological roles. Biophys Rev. 2016;8:5–9.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  65. Beale EG, Harvey BJ, Forest C. PCK1 and PCK2 as candidate diabetes and obesity genes. Cell Biochem Biophys. 2007;48:89–95. https://doi.org/10.1007/s12013-007-0025-6.

    Article  CAS  PubMed  Google Scholar 

  66. Yonamine CY, et al. Resveratrol improves glycemic control in insulin-treated diabetic rats: participation of the hepatic territory .Nutr Metab. 2016; 13:4

  67. Lia X, et al. Cr (VI) induces abnormalities in glucose and lipid metabolism through ROS/Nrf2 signaling. Ecotoxicol Environ Saf. 2021;219:112320.

    Article  Google Scholar 

  68. Tuo L, et al. PCK1 Downregulation Promotes TXNRD1 Expression and Hepatoma Cell Growth via the Nrf2/Keap1 Pathway. Front Oncol. 2018;8:611. https://doi.org/10.3389/fonc.2018.00611.

    Article  PubMed  PubMed Central  Google Scholar 

  69. Voidarou C, et al. Fermentative foods: microbiology, biochemistry, potential human health benefits and public health issues. Foods. 2021;10:69.

    Article  CAS  Google Scholar 

  70. Den H, et al. Efficacy of probiotics on cognition, and biomarkers of inflammation and oxidative stress in adults with Alzheimer’s Disease or mild cognitive impairment—a meta-analysis of randomized controlled trials. Aging. 2020;12:4010–39.

    Article  PubMed  PubMed Central  Google Scholar 

  71. Marx W, et al. Prebiotics, probiotics, fermented foods and cognitive outcomes: a meta-analysis of randomized controlled trials. Neurosci Biobehav Rev. 2020;118:472–84. https://doi.org/10.1016/j.neubiorev.2020.07.036.

    Article  CAS  PubMed  Google Scholar 

  72. Ruiz-Gonzalez C, et al. Effects of probiotics supplementation on dementia and cognitive impairment: a systematic review and meta-analysis of preclinical and clinical studies. Prog Neuro Psychopharmacol Biol Psychiatry. 2021;108:110189. https://doi.org/10.1016/j.pnpbp.2020.110189.

    Article  Google Scholar 

  73. Tahmasbi F, et al. Effects of probiotic supplementation on cognitive function in elderly: a systematic review and meta-analysis. Aging Ment Health. 2021;25:1–9.

    Google Scholar 

  74. Farnworth ER. Handbook of Fermented Functional Foods. 2nd ed. Boca Raton: CRC Press; 2008.

    Book  Google Scholar 

  75. Foster A, Neufeld M. Gut-brain axis: how the microbiome influences anxiety and depression. Trends Neurosci. 2013;36:305–12.

    Article  CAS  PubMed  Google Scholar 

  76. De Vadder F, et al. Microbiota generated metabolites promote metabolic benefits via gut-brain neural circuits. Cell. 2014;156:84–96.

    Article  PubMed  Google Scholar 

  77. Sekirov I, et al. Gut microbiota in health and disease. Physiol Rev. 2010;90:859–904.

    Article  CAS  PubMed  Google Scholar 

  78. Renouf M, et al. Measurement of caffeic and ferulic acid equivalents in plasma after coffee consumption: small intestine and colon are key sites for coffee metabolism. Mol Nutr Food Res. 2010;54:760–6.

    Article  CAS  PubMed  Google Scholar 

  79. Musa NH, et al. Lactobacilli-fermented cow’s milk attenuated lipopolysaccharide-induced neuroinflammation and memory impairment in vitro and in vivo. J Dairy Res. 2017;84:488–95.

    Article  CAS  PubMed  Google Scholar 

  80. Perez-Pardo P, et al. The gut-brain axis in parkinson’s disease: possibilities for food-based therapies. Eur J Pharm. 2017;817:86–95.

    Article  CAS  Google Scholar 

  81. Szablewski L. Human gut microbiota in health and Alzheimer’s Disease. J Alzheimer’s Dis. 2018;62:549–60.

    Article  Google Scholar 

  82. Pistollato F, et al. Role of gut microbiota and nutrients in amyloid formation and pathogenesis of Alzheimer Disease. Nutr Rev. 2016;74:624–34.

    Article  PubMed  Google Scholar 

  83. Pistollato F, et al. Nutritional patterns associated with the maintenance of neurocognitive functions and the risk of dementia and Alzheimer’s Disease: a focus on human studies. Pharm Res. 2018;131:32–43.

    Article  Google Scholar 

  84. Malik A, et al. ω-3 Ethyl ester results in better cognitive function at 12 and 30 months than control in cognitively healthy subjects with coronary artery disease: a secondary analysis of a randomized clinical trial. Am J Clin Nutr. 2021;113(5):1168–76. https://doi.org/10.1093/ajcn/nqaa420.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  85. Sajadimajd S, Khosravifar M, Bahrami G. Anti-diabetic effects of isolated lipids from natural sources through modulation of angiogenesis. Curr Mol Pharmacol. 2022;15(4):589–606. https://doi.org/10.2174/1874467214666210902121337.

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

The authors acknowledge the NRC, Egypt for funding this research through the research project No. 12050203.

Consent to participate

Not applicable.

Funding

This study has been carried out as a part of internal project No. 12050203 funded by National Research Centre, Cairo, Egypt.

Author information

Authors and Affiliations

Authors

Contributions

DAM was the main researcher, designed the study, analysis all ELISA analysis, prepared, analysed the sourdough bread and prepared the manuscript. KF performed the animal experiment and analysis plasma colorimetric analysis and enter data on the excel sheet. HBM evaluated all PCR, gene expression study, performed statistical data analysis and contribute in the preparation of the manuscript. MEE studied the behavioural assessment. IMH prepared all raw materials, contribute in preparation of the sourdough bread, and contribute in preparation of the manuscript. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Doha A. Mohamed.

Ethics declarations

Ethics approval and consent to participate

Animal procedures followed the guidelines of the of the National Research Centre for the Use of Animals in Experimental Studies and the Guide for Care and Use of Laboratory Animals by the U.S. National Institutes of Health (Publication No. 85-23, revised 1996). This study has been carried out as a part of internal project number 12050203 in the NRC. This project was permitted by the Medical Research Ethics Committee, National Research Centre, with approval number 19176.

Consent for publication

Not applicable.

Competing interests

The authors declare no competing interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mohamed, D.A., Fouda, K., Mabrok, H.B. et al. Sourdough bread as nutritional intervention tool for improvement of cognitive dysfunction in diabetic rats. BMC Nutr 10, 53 (2024). https://doi.org/10.1186/s40795-024-00861-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s40795-024-00861-x

Keywords