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Pipaliya R, Basaiawmoit B, Sakure AA, Maurya R, Bishnoi M, Kondepudi KK, Tiwary BK, Mankad M, Patil GB, Gawai K, Sarkar P, Hati S. Peptidomics and molecular dynamics on bioactive peptides produced and characterized from the fermented whey of "Panchali" sheep of West India. Food Chem 2025; 468:142466. [PMID: 39689486 DOI: 10.1016/j.foodchem.2024.142466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 11/28/2024] [Accepted: 12/11/2024] [Indexed: 12/19/2024]
Abstract
The study assessed the peptide production by using potent Lactiplantibacillus plantarum KGL3A (MG722814) culture to ferment the sheep milk for evaluation of α-glucosidase inhibition, ACE inhibition, α-amylase inhibition, & inhibiting lipase activities. The maximal ACE inhibitory, α-amylase, α-glucosidase, & lipase inhibiting actions were 71.69 %, 71.32 %, 67.14 %, and 64.15 %, respectively, at 37 °C after 48 h. Proteolytic activity was tested at various incubation times & inoculation rates to maximise the conditions for growth and the greatest action (9.38 mg/mL) was reported at 2.5 % rate of inoculation after incubation of 48 h. The anti-diabetic as well as ACE inhibitory properties of less than 3 kDa were maximum in contrast to >3 kDa, <10 kDa, and > 10 kDa cut-off fractions. Further, when LPS stimulation is applied to RAW 267.4 macrophage cells, the overabundance generation of IL-6, IL-1β, NO, and TNF-α is greatly reduced by using KGL3A to ferment sheep milk. 2D gel electrophoresis & SDS-PAGE were utilized in relation to protein purifications. Maximum numbers of sheep milk's fermented protein bands were present, about 10 to 124 kDa by SDS-PAGE, and 38 spots of protein were discovered using 2D gel chromatography. Ultra-filtered fractions water soluble extracts (WSEs) were employed in RP-HPLC to differentiate between various peptide fractions. The peptide sequences produced were matched using the databases of AHTPDB and BIOPEP to match hypertensive peptides & antidiabetic peptides, respectively. Furthermore, the discovered peptide sequences from the fermenting sheep milk was studied due to their penchant for binding against the active locations of human bile salt activated lipase (hBAL); human maltase-glucoamylase (hMGA); human pancreatic alpha-amylase (hPAM); & human angiotensin-converting enzyme (hACE) through molecular docking.
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Affiliation(s)
- Rinkal Pipaliya
- Department of Dairy Microbiology, SMC College of Dairy Science, Kamdhenu University, Anand 388110, Gujarat, India
| | - Bethsheba Basaiawmoit
- Department of Rural Development and Agricultural Production, North-Eastern Hill University, Chasingre, Meghalaya, India
| | - Amar A Sakure
- Departmentof Agriculture Biotechnology, Anand Agricultural University, Anand 388110, Gujarat, India
| | - Ruchika Maurya
- Regional Center for Biotechnology, Faridabad, Haryana 121001, India; Healthy Gut Research Group, Food & Nutritional Biotechnology Division, National Agri-Food Biotechnology Institute, Knowledge City, Sector 81, SAS Nagar, Punjab, 140306, India
| | - Mahendra Bishnoi
- Healthy Gut Research Group, Food & Nutritional Biotechnology Division, National Agri-Food Biotechnology Institute, Knowledge City, Sector 81, SAS Nagar, Punjab, 140306, India
| | - Kanthi Kiran Kondepudi
- Healthy Gut Research Group, Food & Nutritional Biotechnology Division, National Agri-Food Biotechnology Institute, Knowledge City, Sector 81, SAS Nagar, Punjab, 140306, India
| | - Bipransh Kumar Tiwary
- Department of Microbiology, North Bengal St. Xavier's College, North Bengal University, West Bengal, India
| | - Maunil Mankad
- Department of Tissue Culture, Anand Agricultural University, Anand 388110, Gujarat, India
| | - G B Patil
- Department of Tissue Culture, Anand Agricultural University, Anand 388110, Gujarat, India
| | - Kunal Gawai
- Department of Dairy Microbiology, College of Dairy Science, Kamdhenu University, Amreli, Gujarat, India
| | - Preetam Sarkar
- Department of Food Process Engineering, National Institute of Technology, Rourkela, India
| | - Subrota Hati
- Department of Dairy Microbiology, SMC College of Dairy Science, Kamdhenu University, Anand 388110, Gujarat, India.
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Kim W, Yiu CCY, Wang Y, Zhou W, Selomulya C. Toward Diverse Plant Proteins for Food Innovation. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2408150. [PMID: 39119828 DOI: 10.1002/advs.202408150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Indexed: 08/10/2024]
Abstract
This review highlights the development of plant proteins from a wide variety of sources, as most of the research and development efforts to date have been limited to a few sources including soy, chickpea, wheat, and pea. The native structure of plant proteins during production and their impact on food colloids including emulsions, foams, and gels are considered in relation to their fundamental properties, while highlighting the recent developments in the production and processing technologies with regard to their impacts on the molecular properties and aggregation of the proteins. The ability to quantify structural, morphological, and rheological properties can provide a better understanding of the roles of plant proteins in food systems. The applications of plant proteins as dairy and meat alternatives are discussed from the perspective of food structure formation. Future directions on the processing of plant proteins and potential applications are outlined to encourage the generation of more diverse plant-based products.
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Affiliation(s)
- Woojeong Kim
- School of Chemical Engineering, UNSW, Sydney, NSW, 2052, Australia
| | | | - Yong Wang
- School of Chemical Engineering, UNSW, Sydney, NSW, 2052, Australia
| | - Weibiao Zhou
- Department of Food Science and Technology, National University of Singapore, Singapore, 117542, Singapore
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3
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Vurro F, De Angelis D, Squeo G, Caponio F, Summo C, Pasqualone A. Exploring Volatile Profiles and De-Flavoring Strategies for Enhanced Acceptance of Lentil-Based Foods: A Review. Foods 2024; 13:2608. [PMID: 39200535 PMCID: PMC11353891 DOI: 10.3390/foods13162608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 08/07/2024] [Accepted: 08/19/2024] [Indexed: 09/02/2024] Open
Abstract
Lentils are marketed as dry seeds, fresh sprouts, flours, protein isolates, and concentrates used as ingredients in many traditional and innovative food products, including dairy and meat analogs. Appreciated for their nutritional and health benefits, lentil ingredients and food products may be affected by off-flavor notes described as "beany", "green", and "grassy", which can limit consumer acceptance. This narrative review delves into the volatile profiles of lentil ingredients and possible de-flavoring strategies, focusing on their effectiveness. Assuming that appropriate storage and processing are conducted, so as to prevent or limit undesired oxidative phenomena, several treatments are available: thermal (pre-cooking, roasting, and drying), non-thermal (high-pressure processing, alcohol washing, pH variation, and addition of adsorbents), and biotechnological (germination and fermentation), all of which are able to reduce the beany flavor. It appears that lentil is less studied than other legumes and more research should be conducted. Innovative technologies with great potential, such as high-pressure processing or the use of adsorbents, have been not been explored in detail or are still totally unexplored for lentil. In parallel, the development of lentil varieties with a low LOX and lipid content, as is currently in progress for soybean and pea, would significantly reduce off-flavor notes.
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Affiliation(s)
| | | | | | | | | | - Antonella Pasqualone
- Department of Soil, Plant and Food Science (DISSPA), University of Bari ‘Aldo Moro’, Via Amendola, 165/a, 70126 Bari, Italy; (F.V.); (D.D.A.); (G.S.); (C.S.)
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4
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Bartula K, Biagui S, Begley M, Callanan M. Investigation of the growth of Listeria in plant-based beverages. Food Microbiol 2024; 121:104530. [PMID: 38637090 DOI: 10.1016/j.fm.2024.104530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 03/16/2024] [Accepted: 03/29/2024] [Indexed: 04/20/2024]
Abstract
The objective of the present study was to evaluate whether the content of sugar, protein, fat, or fibre in commercially available and specially formulated plant-based beverages (oat, soya and pea) influences the growth rates of Listeria. Beverages were inoculated with a strain cocktail of Listeria (approximately 1 × 103 CFU/mL), and the data demonstrated that Listeria could proliferate in all tested beverages. Moreover, varying concentrations of naturally occurring or added sugar (0-3.3%), protein (3.3-5%), fat (1.1-3.5%) and added fibre (0-1.5%) did not have a statistically significant (p > 0.05) impact on the growth rates of Listeria in the tested plant-based beverages. These data suggest that the wide variety of commercial plant-based beverages serve as an ideal medium for the growth of Listeria irrespective of product composition. All the various products tested provided sufficient nutrients to support at least a 2.6-log increase of Listeria within 16 h at room temperature, with some beverages supporting a 3-log increase. Therefore, these data highlight the importance of careful storage and handling of these increasingly varied and popular products.
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Affiliation(s)
- Klaudia Bartula
- Department of Biological Sciences, Munster Technological University, Bishopstown, Cork, Ireland.
| | - Sambou Biagui
- Department of Biological Sciences, Munster Technological University, Bishopstown, Cork, Ireland.
| | - Máire Begley
- Department of Biological Sciences, Munster Technological University, Bishopstown, Cork, Ireland.
| | - Michael Callanan
- Department of Biological Sciences, Munster Technological University, Bishopstown, Cork, Ireland.
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5
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Verma D, Vashisht P, Pahariya P, Adu Poku F, Kohli P, Sharma A, Albiol Tapia M, Choudhary R. Compatibility of pulse protein in the formulation of plant based yogurt: a review of nutri-functional properties and processing impact. Crit Rev Food Sci Nutr 2024:1-17. [PMID: 38973295 DOI: 10.1080/10408398.2024.2373383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/09/2024]
Abstract
With the increased environmental concerns and health awareness among consumers, there has been a notable interest in plant-based dairy alternatives. The plant-based yogurt market has experienced rapid expansion in recent years. Due to challenges related to cultivation, higher cost of production and lower protein content researchers have explored the viability of pulse-based yogurt which has arisen as an economically and nutritionally abundant solution. This review aims to examine the feasibility of utilizing pulse protein for yogurt production. The nutritional, antinutritional, and functional characteristics of various pulses were discussed in detail, alongside the modifications in these properties during the various stages of yogurt manufacturing. The review also sheds light on pivotal findings from existing literature and outlines challenges associated with the production of pulse-based yogurt. Pulses have emerged as promising base materials for yogurt manufacturing due to their favorable nutritional and functional characteristics. Further, the fermentation process can effectively reduce antinutritional components and enhance digestibility. Nonetheless, variations in sensorial and rheological properties were noted when different types of pulses were employed. This issue can be addressed by employing suitable combinations to achieve the desired properties in pulse-based yogurt.
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Affiliation(s)
- Digvijay Verma
- School of Agricultural Sciences, Southern Illinois University, Carbondale, Illinois, USA
| | | | - Prachi Pahariya
- School of Agricultural Sciences, Southern Illinois University, Carbondale, Illinois, USA
| | - Felicia Adu Poku
- School of Agricultural Sciences, Southern Illinois University, Carbondale, Illinois, USA
| | - Punit Kohli
- School of Chemical and Biomolecular Sciences, Southern Illinois University, Carbondale, Illinois, USA
| | - Amandeep Sharma
- College of Dairy Science and Technology, Guru Angad Dev Veterinary and Animal Science University, Ludhiana, India
| | - Marta Albiol Tapia
- Fermentation Science Institute, Southern Illinois University, Carbondale, Illinois, USA
| | - Ruplal Choudhary
- School of Agricultural Sciences, Southern Illinois University, Carbondale, Illinois, USA
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Ren HB, Feng BL, Liu HY, Wang YT, Zhang HT, Li ZL, Meng L, Zhang JJ, Bai XS, Gao F, Wang ZP, Luo BW, Chen XL, Song HJ, Yan XX, Zhao JY, Zhang YH. A novel approach has been developed to produce pure plant-based gel soy yogurt by combining soy proteins (7S/11S), high pressure homogenization, and glycation reaction. Food Chem X 2024; 22:101259. [PMID: 38444556 PMCID: PMC10914550 DOI: 10.1016/j.fochx.2024.101259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 02/22/2024] [Accepted: 02/26/2024] [Indexed: 03/07/2024] Open
Abstract
This research sought to examine how the physicochemical characteristics of soy globulins and different processing techniques influence the gel properties of soy yogurt. The goal was to improve these gel properties and rectify any texture issues in soy yogurt, ultimately aiming to produce premium-quality plant-based soy yogurt. In this research study, the investigation focused on examining the impact of 7S/11S, homogenization pressure, and glycation modified with glucose on the gel properties of soy yogurt. A plant-based soy yogurt with superior gel and texture properties was successfully developed using a 7S/11S globulin-glucose conjugate at a 1:3 ratio and a homogenization pressure of 110 MPa. Compared to soy yogurt supplemented with pectin or gelatin, this yogurt demonstrated enhanced characteristics. These findings provide valuable insights into advancing plant protein gels and serve as a reference for cultivating new soybean varieties by soybean breeding experts.
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Affiliation(s)
- Hai-Bin Ren
- Department of Food Science, Northeast Agricultural University, Harbin 150030, China
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, China
| | - Bao-Long Feng
- Center for Education Technology, Northeast Agricultural University, Harbin 150030, PR China
| | - Hong-Yao Liu
- Department of Food Science, Northeast Agricultural University, Harbin 150030, China
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, China
| | - Yu-Tang Wang
- Institute of Agro-Products Processing Science and Technology, Chinese Academy of Agricultural Sciences/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing 100193, China
| | - Hong-Tai Zhang
- Beijing Center for Disease Prevention and Control, Beijing 100013, China
| | - Zhi-Lu Li
- Department of Food Science, Northeast Agricultural University, Harbin 150030, China
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, China
| | - Li Meng
- Engineering Research Center of Agricultural Microbiology Technology, Ministry of Education, Heilongjiang University, Harbin 150030, China
| | - Jing-Jian Zhang
- CangZhou Academy of Agriculture and Forestry Sciences, Cangzhou 061001, China
| | - Xiao-Sen Bai
- CangZhou Academy of Agriculture and Forestry Sciences, Cangzhou 061001, China
| | - Fei Gao
- Center for Education Technology, Northeast Agricultural University, Harbin 150030, PR China
| | - Zhi-Peng Wang
- Department of Food Science, Northeast Agricultural University, Harbin 150030, China
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, China
| | - Bo-Wen Luo
- Department of Food Science, Northeast Agricultural University, Harbin 150030, China
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, China
| | - Xiao-Lin Chen
- Department of Food Science, Northeast Agricultural University, Harbin 150030, China
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, China
| | - Hong-Jie Song
- Department of Food Science, Northeast Agricultural University, Harbin 150030, China
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, China
| | - Xin-Xu Yan
- Department of Food Science, Northeast Agricultural University, Harbin 150030, China
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, China
| | - Jin-Yong Zhao
- Institute of Agro-Products Processing Science and Technology, Chinese Academy of Agricultural Sciences/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing 100193, China
| | - Ying-Hua Zhang
- Department of Food Science, Northeast Agricultural University, Harbin 150030, China
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin 150030, China
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Shi D, Stone AK, Jafarian Z, Liu E, Xu C, Bhagwat A, Lu Y, Gao P, Polley B, Bhowmik P, Rajagopalan N, Tanaka T, Korber DR, Nickerson MT. Submerged fermentation of lentil protein isolate and its impact on protein functionality, nutrition, and volatile profiles. J Food Sci 2024; 89:3412-3429. [PMID: 38767939 DOI: 10.1111/1750-3841.17111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 04/09/2024] [Accepted: 04/24/2024] [Indexed: 05/22/2024]
Abstract
Fermentation of pulses as a clean processing technique has been reported to have a favorable impact on the functional and nutritional quality of the starting materials. Compared to commonly fermented pulses such as peas and chickpeas, limited information is available on the effect of fermentation on lentils, especially when using a high protein isolate (>80% protein) as compared to seeds or flours. Therefore, in the present work, lentil protein isolate was used as a feedstock for submerged fermentation with Aspergillus niger, Aspergillus oryzae, or Lactobacillus plantarum. After 48 h, the samples showed increased protein content with enhanced solubility and oil-holding capacity. Controlled fermentation, as opposed to spontaneous fermentation, maintained the high foaming capacity; however, all fermented samples had lower foam and emulsion stabilizing properties and reduced water-holding capacity compared to the control. The fermented proteins were also less digestible, possibly due to an increase in phenolics and saponins. New volatile compounds were identified in fermented samples that show promise for improved sensory attributes. Significant differences were observed in specific quality attributes depending on the microbial strain used. Further research is required to better understand the fermentative metabolism of microbial communities when provided high-protein lentil ingredients as growth substrates. PRACTICAL APPLICATION: Fermented lentil protein isolate has promising flavor profiles that may improve its sensory properties for food application.
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Affiliation(s)
- Dai Shi
- Department of Food and Bioproduct Sciences, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Andrea K Stone
- Department of Food and Bioproduct Sciences, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Zahra Jafarian
- Department of Food and Bioproduct Sciences, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Enyu Liu
- Department of Food and Bioproduct Sciences, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Caishuang Xu
- National Research Council Canada, Saskatoon, Saskatchewan, Canada
| | - Aarti Bhagwat
- National Research Council Canada, Saskatoon, Saskatchewan, Canada
| | - Yuping Lu
- National Research Council Canada, Saskatoon, Saskatchewan, Canada
| | - Peng Gao
- National Research Council Canada, Saskatoon, Saskatchewan, Canada
| | - Brittany Polley
- National Research Council Canada, Saskatoon, Saskatchewan, Canada
| | - Pankaj Bhowmik
- National Research Council Canada, Saskatoon, Saskatchewan, Canada
| | - Nandhakishore Rajagopalan
- National Research Council Canada, Saskatoon, Saskatchewan, Canada
- Department of Chemical and Biological Engineering, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Takuji Tanaka
- Department of Food and Bioproduct Sciences, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Darren R Korber
- Department of Food and Bioproduct Sciences, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Michael T Nickerson
- Department of Food and Bioproduct Sciences, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
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Hanley L, Dobson S, Marangoni AG. Legume milk-based yogurt mimetics structured using glucono-δ-lactone. Food Res Int 2024; 184:114259. [PMID: 38609239 DOI: 10.1016/j.foodres.2024.114259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 03/18/2024] [Accepted: 03/19/2024] [Indexed: 04/14/2024]
Abstract
The potential to produce protein-structured vegan yogurts with legumes was explored to offer an alternative to conventional polysaccharide-based varieties. Glucono-δ-lactone (GDL) was employed as a slow acidifying agent and was investigated for its ability to generate cold-set, yogurt-like gels using soy and lentil milks made using minimal processing steps. Soy (5.3 % protein) and lentil (6.1 % protein) milks were successfully gelled by GDL at concentrations of 0.5 % and 1 % w/w. Soy and lentil milks experienced similar acidification profiles and demonstrated good fits with double-exponential decay models. The physical properties of these legume gels were evaluated and compared to a commercial stirred dairy yogurt. Penetration tests were carried out on intact gels, then repeated after stirring. All intact soy samples demonstrated significantly stronger gel structures compared to the commercial yogurt, and most experienced greater amounts of brittleness. Results showed that the stirring of gels caused a notable decrease in firmness and brittleness in the soy gels, making them more similar to the control. Power-law modelling of viscosity curves demonstrated that all samples experienced non-Newtonian flow behavior (n < 0.29). Susceptibility to syneresis was measured by the degree of liquid loss following centrifugation. The optimization of protein type and GDL concentration to replicate the physical properties of dairy-based yogurts can enhance their consumer acceptance and provide a more customizable and controlled approach alternative to traditional fermentation methods.
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Affiliation(s)
- Laura Hanley
- Department of Food Science, University of Guelph, 50 Stone Road E, Guelph, ON N1G 2W1, Canada
| | - Stacie Dobson
- Department of Food Science, University of Guelph, 50 Stone Road E, Guelph, ON N1G 2W1, Canada
| | - Alejandro G Marangoni
- Department of Food Science, University of Guelph, 50 Stone Road E, Guelph, ON N1G 2W1, Canada.
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Pipaliya R, Basaiawmoit B, Sakure AA, Maurya R, Bishnoi M, Kondepudi KK, Singh BP, Paul S, Liu Z, Sarkar P, Patel A, Hati S. Peptidomics-based identification of antihypertensive and antidiabetic peptides from sheep milk fermented using Limosilactobacillus fermentum KGL4 MTCC 25515 with anti-inflammatory activity: in silico, in vitro, and molecular docking studies. Front Chem 2024; 12:1389846. [PMID: 38746020 PMCID: PMC11091447 DOI: 10.3389/fchem.2024.1389846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 04/01/2024] [Indexed: 05/16/2024] Open
Abstract
This study investigated the synthesis of bioactive peptides from sheep milk through fermentation with Limosilactobacillus fermentum KGL4 MTCC 25515 strain and assessed lipase inhibition, ACE inhibition, α-glucosidase inhibition, and α-amylase inhibition activities during the fermentation process. The study observed the highest activities, reaching 74.82%, 70.02%, 72.19%, and 67.08% (lipase inhibition, ACE inhibition, α-glucosidase inhibition, and α-amylase inhibition) after 48 h at 37°C, respectively. Growth optimization experiments revealed that a 2.5% inoculation rate after 48 h of fermentation time resulted in the highest proteolytic activity at 9.88 mg/mL. Additionally, fractions with less than 3 kDa of molecular weight exhibited superior ACE-inhibition and anti-diabetic activities compared to other fractions. Fermentation of sheep milk with KGL4 led to a significant reduction in the excessive production of NO, TNF-α, IL-6, and IL-1β produced in RAW 267.4 cells upon treatment with LPS. Peptides were purified utilizing SDS-PAGE and electrophoresis on 2D gels, identifying a maximum number of proteins bands ranging 10-70 kDa. Peptide sequences were cross-referenced with AHTPDB and BIOPEP databases, confirming potential antihypertensive and antidiabetic properties. Notably, the peptide (GPFPILV) exhibited the highest HPEPDOCK score against both α-amylase and ACE.
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Affiliation(s)
- Rinkal Pipaliya
- Department of Dairy Microbiology, SMC College of Dairy Science, Kamdhenu University, Anand, Gujarat, India
| | - Bethsheba Basaiawmoit
- Department of Rural Development and Agricultural Production, North-Eastern Hill University, Tura Campus, Chasingre, Meghalaya, India
| | - Amar A. Sakure
- Departmentof Agriculture Biotechnology, Anand Agricultural University, Anand, Gujarat, India
| | - Ruchika Maurya
- Regional Center for Biotechnology, Faridabad, Haryana, India
- Healthy Gut Research Group, Food and Nutritional Biotechnology Division, National Agri-Food Biotechnology Institute, SAS Nagar, Punjab, India
| | - Mahendra Bishnoi
- Healthy Gut Research Group, Food and Nutritional Biotechnology Division, National Agri-Food Biotechnology Institute, SAS Nagar, Punjab, India
| | - Kanthi Kiran Kondepudi
- Healthy Gut Research Group, Food and Nutritional Biotechnology Division, National Agri-Food Biotechnology Institute, SAS Nagar, Punjab, India
| | - Brij Pal Singh
- Department of Microbiology, School of Interdisciplinary and Applied Sciences, Central University of Haryana, Mahendergarh, India
| | - Souparno Paul
- Department of Microbiology, School of Interdisciplinary and Applied Sciences, Central University of Haryana, Mahendergarh, India
| | - Zhenbin Liu
- School of Food and Biological Engineering, Shaanxi University of Science and Technology, Xi’an, China
| | - Preetam Sarkar
- Department of Food Process Engineering, National Institute of Technology, Rourkela, India
| | - Ashish Patel
- Department of Animal Genetics and Breeding, College of Veterinary Science, Kamdhenu University, Anand, Gujarat, India
| | - Subrota Hati
- Department of Dairy Microbiology, SMC College of Dairy Science, Kamdhenu University, Anand, Gujarat, India
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10
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Nájera Espinosa S, Hadida G, Jelmar Sietsma A, Alae-Carew C, Turner G, Green R, Pastorino S, Picetti R, Scheelbeek P. Mapping the evidence of novel plant-based foods: a systematic review of nutritional, health, and environmental impacts in high-income countries. Nutr Rev 2024:nuae031. [PMID: 38657969 DOI: 10.1093/nutrit/nuae031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/26/2024] Open
Abstract
CONTEXT Shifting from current dietary patterns to diets rich in plant-based (PB) foods and lower in animal-based foods (ABFs) is generally regarded as a suitable strategy to improve nutritional health and reduce environmental impacts. Despite the recent growth in supply of and demand for novel plant-based foods (NPBFs), a comprehensive overview is lacking. OBJECTIVES This review provides a synthesis of available evidence, highlights challenges, and informs public health and environmental strategies for purposeful political decision-making by systematically searching, analyzing, and summarizing the available literature. DATA SOURCES Five peer-reviewed databases and grey literature sources were rigorously searched for publications. DATA EXTRACTION Study characteristics meeting the inclusion criteria regarding NPBF nutrient composition and health and environmental outcomes in high-income countries were extracted. DATA ANALYSIS Fifty-seven peer-reviewed and 36 grey literature sources were identified; these were published in 2016-2022. NPBFs typically have substantially lower environmental impacts than ABFs, but the nutritional contents are complex and vary considerably across brands, product type, and main primary ingredient. In the limited evidence on the health impacts, shifts from ABFs to PB meats were associated with positive health outcomes. However, results were mixed for PB drinks, with links to micronutrient deficiencies. CONCLUSION If carefully selected, certain NPBFs have the potential to be healthier and nutrient-rich alternatives to ABFs and typically have smaller environmental footprints. More disaggregated categorization of various types of NPBFs would be a helpful step in guiding consumers and key stakeholders to make informed decisions. To enable informed policymaking on the inclusion of NPBFs in dietary transitions as part of a wider net-zero and health strategy, future priorities should include nutritional food standards, labelling, and subdivisions or categorizations of NPBFs, as well as short- and long-term health studies evaluating dietary shifts from ABFs to NPBFs and standardized environmental impact assessments, ideally from independent funders.
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Affiliation(s)
- Sarah Nájera Espinosa
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Genevieve Hadida
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Anne Jelmar Sietsma
- Priestley International Centre for Climate, University of Leeds, Leeds, United Kingdom
| | - Carmelia Alae-Carew
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Grace Turner
- Department of Public Health, Environment and Society, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Rosemary Green
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Centre on Climate Change and Planetary Health, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Silvia Pastorino
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Roberto Picetti
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Centre on Climate Change and Planetary Health, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Pauline Scheelbeek
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Centre on Climate Change and Planetary Health, London School of Hygiene & Tropical Medicine, London, United Kingdom
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11
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Liu Y, Huang K, Zhang Y, Cao H, Luo DK, Yi C, Guan X. Manufacture and characterization of a novel dairy-free quinoa yogurt fermented by modified commercial starter with Weissella confusa. Food Chem X 2023; 19:100823. [PMID: 37780240 PMCID: PMC10534153 DOI: 10.1016/j.fochx.2023.100823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Revised: 07/24/2023] [Accepted: 08/02/2023] [Indexed: 10/03/2023] Open
Abstract
Non-dairy yogurt is increasingly thought to be healthy food. However, no suitable starters limit its development. This study aimed to develop a novel and functional quinoa yogurt with a modified commercial starter. Compared with the other lactic acid bacteria (LAB), Weissella confusa showed a better fermentation performance of quinoa utilization. The synergistic effect of W. confusa and the commercial starter promoted the growth of LAB. It increased the fermentation rate of quinoa yogurt, further improving its texture, rheological properties, and storage stability. The modified starter significantly increased the nutritional qualities of the quinoa yogurt, including polyphenol content, antioxidant activity, digestive enzyme inhibition, and reduced postprandial blood glucose ability. Additionally, the modified starter enhanced the digestibility and bioaccessibility of polyphenols, protein, and fat in fermented quinoa yogurt. Overall, the commercial starter with W. confusa showed great potential for possible application in quinoa yogurt development.
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Affiliation(s)
- Yongyong Liu
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, PR China
| | - Kai Huang
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, PR China
- National Grain Industry (Urban Grain and Oil Security) Technology Innovation Center, Shanghai, PR China
| | - Yu Zhang
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, PR China
- National Grain Industry (Urban Grain and Oil Security) Technology Innovation Center, Shanghai, PR China
| | - Hongwei Cao
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, PR China
- National Grain Industry (Urban Grain and Oil Security) Technology Innovation Center, Shanghai, PR China
| | - Da-ke Luo
- Liuyanghe Group Co., Ltd., Hunan, PR China
| | - Cuiping Yi
- School of Chemistry and Food Engineering, Changsha University of Science and Technology, Hunan, PR China
| | - Xiao Guan
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, PR China
- National Grain Industry (Urban Grain and Oil Security) Technology Innovation Center, Shanghai, PR China
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12
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Demir H, Aydemir LY, Özel MŞ, Koca E, Şimşek Aslanoğlu M. Application of plant-based proteins for fortification of oat yogurt storage stability and bioactivity. J Food Sci 2023; 88:4079-4096. [PMID: 37589296 DOI: 10.1111/1750-3841.16729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 07/07/2023] [Accepted: 07/16/2023] [Indexed: 08/18/2023]
Abstract
The purpose of this study was to evaluate the addition of plant-based peanut protein isolate (PNP) and commercial pea protein (CPP) on the quality of oat yogurt (OY). PNP and CPP were partially characterized for techno-functional properties. PNP had higher solubility (acidic and basic regions) and emulsifying activity than CPP. The water absorption capacity of CPP is significantly (p < 0.05) higher than PNP. Amino acid profiles of PNP and CPP were promising for the nutritional enhancement of OYs. OYs with PNP or CPP (0.5, 1, 2% w/v) were stored for 21 days and compared to the control group with no protein. On the 21st day of storage, (i) PNP- or CPP-added OYs were found to be comparable to the control with respect to post-acidification and viscosity, (ii) syneresis was more evident in PNP-added OYs than in CPP-added ones, (iii) total color change of 1% CPP-added OY was equal to the control, and (iv) hardnesses of control, 2% PNP, and 2% CPP-added OYs were 0.29 ± 0.00, 0.39 ± 0.01, and 0.45 ± 0.00 N, respectively. No adverse sensory effects were detected for CPP or PNP addition. Both proteins increased the total phenolic, soluble protein, antioxidant, antihypertensive, and α-glucosidase inhibition activity of oat milk and OYs, with PNP superior to CPP overall. Compared to oat milk, the fermentation process increased ACE inhibition activity in in vitro digested samples, whereas it reduced digested yogurts' antioxidant activity. Utilization of PNP in OY can solve the waste problem of peanut producers and the texture problem of the OY producers while formulating a functional product. PRACTICAL APPLICATION: Plant-based (PB) yogurts have a growing consumer demand. The low-protein content of PB yogurts results in low acceptance with respect to their undesirable textural and sensorial attributes. This study provided a technical basis for the PB yogurt manufacturers focusing on the addition of commercial pea protein and isolated peanut protein into oat yogurt formulation without any thickeners or flavors. In vitro digestion of protein-added oat milk and oat yogurts showed the benefits of fermentation on bioactivity to the consumers.
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Affiliation(s)
- Hande Demir
- Department of Food Engineering, Osmaniye Korkut Ata University, Osmaniye, Turkey
| | - Levent Yurdaer Aydemir
- Department of Food Engineering, Adana Alparslan Türkeş Science and Technology University, Adana, Turkey
| | - Muhammed Şefik Özel
- Graduate School of Natural and Applied Sciences, Osmaniye Korkut Ata University, Osmaniye, Turkey
| | - Esra Koca
- Department of Food Engineering, Adana Alparslan Türkeş Science and Technology University, Adana, Turkey
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13
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Yiu CCY, Liang SW, Mukhtar K, Kim W, Wang Y, Selomulya C. Food Emulsion Gels from Plant-Based Ingredients: Formulation, Processing, and Potential Applications. Gels 2023; 9:gels9050366. [PMID: 37232958 DOI: 10.3390/gels9050366] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 04/12/2023] [Accepted: 04/18/2023] [Indexed: 05/27/2023] Open
Abstract
Recent advances in the understanding of formulations and processing techniques have allowed for greater freedom in plant-based emulsion gel design to better recreate conventional animal-based foods. The roles of plant-based proteins, polysaccharides, and lipids in the formulation of emulsion gels and relevant processing techniques such as high-pressure homogenization (HPH), ultrasound (UH), and microfluidization (MF), were discussed in correlation with the effects of varying HPH, UH, and MF processing parameters on emulsion gel properties. The characterization methods for plant-based emulsion gels to quantify their rheological, thermal, and textural properties, as well as gel microstructure, were presented with a focus on how they can be applied for food purposes. Finally, the potential applications of plant-based emulsion gels, such as dairy and meat alternatives, condiments, baked goods, and functional foods, were discussed with a focus on sensory properties and consumer acceptance. This study found that the implementation of plant-based emulsion gel in food is promising to date despite persisting challenges. This review will provide valuable insights for researchers and industry professionals looking to understand and utilize plant-based food emulsion gels.
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Affiliation(s)
- Canice Chun-Yin Yiu
- School of Chemical Engineering, UNSW Sydney, Kensington, NSW 2052, Australia
| | - Sophie Wenfei Liang
- Agrotechnology and Food Sciences Group, Wageningen University & Research, Droevendaalsesteeg 4, 6708 PB Wageningen, The Netherlands
| | - Kinza Mukhtar
- National Institute of Food Science and Technology, University of Agriculture, Faisalabad 38000, Pakistan
| | - Woojeong Kim
- School of Chemical Engineering, UNSW Sydney, Kensington, NSW 2052, Australia
| | - Yong Wang
- School of Chemical Engineering, UNSW Sydney, Kensington, NSW 2052, Australia
| | - Cordelia Selomulya
- School of Chemical Engineering, UNSW Sydney, Kensington, NSW 2052, Australia
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14
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Krause M, Sørensen JC, Petersen IL, Duque-Estrada P, Cappello C, Tlais AZA, Di Cagno R, Ispiryan L, Sahin AW, Arendt EK, Zannini E. Associating Compositional, Nutritional and Techno-Functional Characteristics of Faba Bean ( Vicia faba L.) Protein Isolates and Their Production Side-Streams with Potential Food Applications. Foods 2023; 12:919. [PMID: 36900436 PMCID: PMC10001187 DOI: 10.3390/foods12050919] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Revised: 02/13/2023] [Accepted: 02/18/2023] [Indexed: 02/24/2023] Open
Abstract
Faba beans (Vicia faba L.) show exciting prospects as a sustainable source of protein and fibre, with the potential to transition to a more sustainable food production. This study reveals the compositional, nutritional and techno-functional characteristics of two protein isolates from faba beans (Vicia faba L.), a high-starch fraction and a high-fibre side-stream. During the analysis of those four ingredients, particular attention was paid to the isolates' protein profile and the side-streams' carbohydrate composition. The isoelectric precipitated protein isolate 1 showed a protein content of 72.64 ± 0.31% DM. It exhibited low solubility but superior digestibility and high foam stability. High foaming capacity and low protein digestibility were observed for protein isolate 2, with a protein content of 71.37 ± 0.93% DM. This fraction was highly soluble and consisted primarily of low molecular weight proteins. The high-starch fraction contained 83.87 ± 3.07% DM starch, of which about 66% was resistant starch. Over 65% of the high-fibre fraction was insoluble dietary fibre. The findings of this study provide a detailed understanding of different production fractions of faba beans, which is of great value for future product development.
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Affiliation(s)
- Magdalena Krause
- School of Food and Nutritional Sciences, University College Cork, T12 YN60 Cork, Ireland
| | | | - Iben Lykke Petersen
- Department of Food Science, University of Copenhagen, 1958 Frederiksberg C, Denmark
| | | | - Claudia Cappello
- Facoltà di Scienze e Tecnologie, Piazza Università 5, 39100 Bolzano, Italy
| | | | - Raffaella Di Cagno
- Facoltà di Scienze e Tecnologie, Piazza Università 5, 39100 Bolzano, Italy
| | - Lilit Ispiryan
- School of Food and Nutritional Sciences, University College Cork, T12 YN60 Cork, Ireland
| | - Aylin W. Sahin
- School of Food and Nutritional Sciences, University College Cork, T12 YN60 Cork, Ireland
| | - Elke K. Arendt
- School of Food and Nutritional Sciences, University College Cork, T12 YN60 Cork, Ireland
- APC Microbiome Ireland, University College Cork, T12 YT20 Cork, Ireland
| | - Emanuele Zannini
- School of Food and Nutritional Sciences, University College Cork, T12 YN60 Cork, Ireland
- Department of Environmental Biology, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy
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15
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Shrestha S, van 't Hag L, Haritos VS, Dhital S. Lentil and Mungbean protein isolates: Processing, functional properties, and potential food applications. Food Hydrocoll 2023. [DOI: 10.1016/j.foodhyd.2022.108142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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16
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Plant Protein versus Dairy Proteins: A pH-Dependency Investigation on Their Structure and Functional Properties. Foods 2023; 12:foods12020368. [PMID: 36673460 PMCID: PMC9857781 DOI: 10.3390/foods12020368] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 01/09/2023] [Accepted: 01/10/2023] [Indexed: 01/15/2023] Open
Abstract
Plant proteins are constantly gaining attention as potential substitutes for dairy proteins, due to their suitable functionality and nutritional value. This study was designed to compare the structural and functional responses of different plant protein isolates (soy, pea, lentil, and chickpea) with two commonly used dairy protein (whey protein isolates and sodium caseinate) under different pH treatments (pH 3.0, 5.0, 7.0, and 9.0). The results showed that pH had a different alteration on the structural, surface properties and functional properties of plant and dairy proteins. Plant protein generally possessed a darker color, lower solubility, emulsifying properties, and foaming capacity, whereas their foaming stability and water holding capacity were higher than those of dairy proteins. Soy protein isolates were characterized by its comparable proportion of β-turn and random coils, zeta-potential, emulsifying (30.37 m2/g), and water-holding capacity (9.03 g/g) at alkaline conditions and chickpea protein isolates showed good oil-holding capacity (3.33 g/g at pH 9) among plant proteins. Further analysis confirmed that pH had a greater influence on the structural and functional properties of proteins as compared to protein sources, particularly at acidic conditions. Overall, this study might help processors select the appropriate plant protein as dairy alternatives for their target application in plant-based food products.
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17
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Boeck T, Ispiryan L, Hoehnel A, Sahin AW, Coffey A, Zannini E, Arendt EK. Lentil-Based Yogurt Alternatives Fermented with Multifunctional Strains of Lactic Acid Bacteria-Techno-Functional, Microbiological, and Sensory Characteristics. Foods 2022; 11:2013. [PMID: 35885256 PMCID: PMC9317967 DOI: 10.3390/foods11142013] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 06/30/2022] [Accepted: 07/03/2022] [Indexed: 01/27/2023] Open
Abstract
A milk-alternative produced from lentil protein isolate was fermented with three multifunctional strains of lactic acid bacteria, Leuconostoc citreum TR116, Leuconostoc pseudomesenteroides MP070, and Lacticaseibacillus paracasei FST 6.1. As a control, a commercial starter culture containing Streptococcus thermophilus was used. The metabolic performance of these strains and the techno-functional properties of the resulting yogurt alternatives (YA) were studied. Microbial growth was evaluated by cell counts, acidification, and carbohydrate metabolization. The structure of the YA was investigated by textural and rheological analyses and confocal laser scanning microscopy (CLSM). Production of antifungal compounds, the influence of fermentation on the content of FODMAPs, and typical metabolites were analyzed, and a sensory analysis was performed. The results revealed an exponential microbial growth in the lentil base substrate supported by typical acidification, which indicates a suitable environment for the selected strains. The resulting YA showed a gel-like texture typical for non-stirred yogurts, and high water holding capacity. The tested strains produced much higher levels of antifungal phenolic compounds than the commercial control and are therefore promising candidates as adjunct cultures for shelf-life extension. The Leuconostoc strains produced mannitol from fructose and could thus be applied in sugar-reduced YA. Preliminary sensory analysis showed high acceptance for YA produced with Lacticaseibacillus paracasei FST 6.1, and a yogurt-like flavor not statistically different to that produced by the control. Overall, each tested strain possessed promising functionalities with great potential for application in fermented plant-based dairy-alternatives.
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Affiliation(s)
- Theresa Boeck
- School of Food and Nutritional Sciences, University College Cork, T12 K8AF Cork, Ireland; (T.B.); (L.I.); (A.H.); (A.W.S.); (E.K.A.)
| | - Lilit Ispiryan
- School of Food and Nutritional Sciences, University College Cork, T12 K8AF Cork, Ireland; (T.B.); (L.I.); (A.H.); (A.W.S.); (E.K.A.)
| | - Andrea Hoehnel
- School of Food and Nutritional Sciences, University College Cork, T12 K8AF Cork, Ireland; (T.B.); (L.I.); (A.H.); (A.W.S.); (E.K.A.)
| | - Aylin W. Sahin
- School of Food and Nutritional Sciences, University College Cork, T12 K8AF Cork, Ireland; (T.B.); (L.I.); (A.H.); (A.W.S.); (E.K.A.)
| | - Aidan Coffey
- Department of Biological Sciences, Munster Technological University, T12 P928 Cork, Ireland;
- APC Microbiome Ireland, University College Cork, T12 K8AF Cork, Ireland
| | - Emanuele Zannini
- School of Food and Nutritional Sciences, University College Cork, T12 K8AF Cork, Ireland; (T.B.); (L.I.); (A.H.); (A.W.S.); (E.K.A.)
| | - Elke K. Arendt
- School of Food and Nutritional Sciences, University College Cork, T12 K8AF Cork, Ireland; (T.B.); (L.I.); (A.H.); (A.W.S.); (E.K.A.)
- APC Microbiome Ireland, University College Cork, T12 K8AF Cork, Ireland
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18
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Levy R, Okun Z, Shpigelman A. Utilizing high-pressure homogenization for the production of fermented plant-protein yogurt alternatives with low and high oil content using potato protein isolate as a model. INNOV FOOD SCI EMERG 2022. [DOI: 10.1016/j.ifset.2021.102909] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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