16 research outputs found

    The Radicals Scavenging Activity of Yogurt Fortified with Rose Hip Marmalade During 21 Days of Storage Period

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    In this study, the handmade rose hip marmalade was added to regular yogurt (before or after fermentation) and in different concentrations (5, 10, 15%). The physico-chemical, micro-biological, antioxidant activity and phenolic compounds properties of yogurt fortified with rose hip marmalade were determined during 21 days of storage period. Practical experiments show that the rose hip marmalade participate in enhancing the radical scavenging activity, phenolic compounds and water holding capacity of yogurt. While gradually the conditions and duration of storage contribute to significant decreases in radical scavenging activity, phenolic compounds and water holding capacity as well as the sensory evaluation. Results show that the 15% concentration of rose hip marmalade increased the radical scavenging activity in comparing with other concentrations. On the other hand the best effect of marmalade concentrations in overall  properties was recorded in 10% concentration; also the shelf life of yogurt fortified with rose hip marmalade was determined in 14 days. Keywords: antioxidant, radical scavenging activity, free radicals, rose hip marmalade, yogurt

    Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer

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    Importance Application of deep learning algorithms to whole-slide pathology images can potentially improve diagnostic accuracy and efficiency. Objective Assess the performance of automated deep learning algorithms at detecting metastases in hematoxylin and eosin–stained tissue sections of lymph nodes of women with breast cancer and compare it with pathologists’ diagnoses in a diagnostic setting. Design, Setting, and Participants Researcher challenge competition (CAMELYON16) to develop automated solutions for detecting lymph node metastases (November 2015-November 2016). A training data set of whole-slide images from 2 centers in the Netherlands with (n = 110) and without (n = 160) nodal metastases verified by immunohistochemical staining were provided to challenge participants to build algorithms. Algorithm performance was evaluated in an independent test set of 129 whole-slide images (49 with and 80 without metastases). The same test set of corresponding glass slides was also evaluated by a panel of 11 pathologists with time constraint (WTC) from the Netherlands to ascertain likelihood of nodal metastases for each slide in a flexible 2-hour session, simulating routine pathology workflow, and by 1 pathologist without time constraint (WOTC). Exposures Deep learning algorithms submitted as part of a challenge competition or pathologist interpretation. Main Outcomes and Measures The presence of specific metastatic foci and the absence vs presence of lymph node metastasis in a slide or image using receiver operating characteristic curve analysis. The 11 pathologists participating in the simulation exercise rated their diagnostic confidence as definitely normal, probably normal, equivocal, probably tumor, or definitely tumor. Results The area under the receiver operating characteristic curve (AUC) for the algorithms ranged from 0.556 to 0.994. The top-performing algorithm achieved a lesion-level, true-positive fraction comparable with that of the pathologist WOTC (72.4% [95% CI, 64.3%-80.4%]) at a mean of 0.0125 false-positives per normal whole-slide image. For the whole-slide image classification task, the best algorithm (AUC, 0.994 [95% CI, 0.983-0.999]) performed significantly better than the pathologists WTC in a diagnostic simulation (mean AUC, 0.810 [range, 0.738-0.884]; P < .001). The top 5 algorithms had a mean AUC that was comparable with the pathologist interpreting the slides in the absence of time constraints (mean AUC, 0.960 [range, 0.923-0.994] for the top 5 algorithms vs 0.966 [95% CI, 0.927-0.998] for the pathologist WOTC). Conclusions and Relevance In the setting of a challenge competition, some deep learning algorithms achieved better diagnostic performance than a panel of 11 pathologists participating in a simulation exercise designed to mimic routine pathology workflow; algorithm performance was comparable with an expert pathologist interpreting whole-slide images without time constraints. Whether this approach has clinical utility will require evaluation in a clinical setting

    Volatile profile evolution and sensory evaluation of traditional skinbag Tulum cheeses manufactured in Karaman mountainous region of Turkey during ripening

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    Skinbag Tulum cheeses produced by traditional methods in the Karaman region of Turkey were selected as research material. The volatile fraction was determined during 180 days of ripening by SPME-GC-MS technique. In the meantime, sensory evaluation was performed on the 90th and 180th days of the ripening. According to the results of volatile component analysis, 12 carboxylic acids, 9 alcohols, 16 esters, 10 ketones, 2 aldehydes, 4 terpenes, and 3 hydrocarbons were detected. Among them, the dominant groups were carboxylic acid, esters, ketone, and alcohols, respectively. Octanoic and hexanoic acids have been found to be the most typical carboxylic acids in Tulum cheeses. The predominant esters were ethyl acetate and methyl decanoate. Some other notable volatile components were 2-butanone, isoamyl alcohol, and benzaldehyde. For all sensorial characteristics except odor, ripening time was statistically significant and the highest scores were obtained on the 90th day of the ripening.TUBITAK (Scientific and Technological Research Council of Turkey)Turkiye Bilimsel ve Teknolojik Arastirma Kurumu (TUBITAK) [TOAG-214Z054]The authors are sincerely grateful to TUBITAK (Scientific and Technological Research Council of Turkey, Project number TOAG-214Z054 for supporting this project

    Rice bran improve probiotic viability in yoghurt and provide added antioxidative benefits

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    Experimental yoghurts were made with 13% reconstituted skim milk supplemented with 1, 2, 3% rice bran (RB) and inoculated with probiotic culture of Lactobacillus casei 431. The products were stored at 4 degrees C for 3 weeks. During this period, the viability of the probiotic L. casei 431 strain and yoghurt starter cultures were evaluated. In addition to this, some physicochemical, antioxidative and sensory properties of yoghurts were also determined. L casei 431 remained above the 8 log CFU/g throughout the storage period in yoghurts fortified with 2% and 3% RB. Addition of rice bran decreased the syneresis and viscosity values whereas it increased scavenging activities of DPPH radical. However, yoghurts with RB had less sensory scores compared to plain yoghurt. (C) 2017 Elsevier Ltd. All rights reserved

    Immature wheat grain as a potential prebiotic ingredient in set-type yoghurts: impact on antioxidative, textural properties and survival of different probiotics

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    WOS:000495345400032PubMed:31749495The aim of this study was to investigate the effect of immature wheat grain (IWG) on the survival of Lactobacillus acidophilus NCFM (LNCFM), Lactobacillus casei 431 (L431) and Lactobacillus acidophilus 20079 (L20079) in yoghurts under cold storage. Furthermore, the impact of IWG on physicochemical, textural and antioxidative properties of yoghurts was evaluated. Fortification of yoghurt with IWG positively affected LNCFM and L20079 counts during cold storage whereas no statistical improvement was observed in the viability of L431. The addition of IWG clearly supported the antioxidative activity and total phenolic content in yoghurt. No statistical differences were discovered regarding syneresis and water holding capacity in all probiotic applications. Although, enrichment with IWG enhanced the firmness of probiotic yoghurts, it simultaneously reduced the cohesiveness and viscosity index. This study demonstrated that IWG may be used as a food additive for enhancing probiotic LNCFM and L20079 survival and providing functional aspects in yoghurt

    Comparison of culture-dependent and culture-independent techniques in the detection of lactic acid bacteria biodiversity and dynamics throughout the ripening process: The case of Turkish artisanal Tulum cheese produced in the Anamur region

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    Our objective was to analyze the diversity of the microbiota over 180 d of ripening of eight batches of artisanal goatskin Tulum cheeses by culture-dependent and culture-independent (PCR-DGGE) methods. V3 region of the bacterial 16S rRNA gene was amplified with the PCR after direct DNA isolation from the cheese samples. Nine different species and five genera were determined by culturing, while 11 species were identified in the PCR-DGGE technique. This diversity revealed the uniqueness of artisanal cheese varieties. The dominant genera in all the cheese samples were composed of Enterococcus species. The culture-dependent method revealed five genera (Enterococcus, Bacillus, Lactococcus, Lactobacillus, Sphingomonas) while three genera (Enterococcus, Streptococcus, Lactococcus) were detected in the culture-independent method. It was concluded that combining the two methods is important for characterizing the whole microbiota of the Tulum cheese varieties produced in the Anamur region

    Fortification of set-type yoghurts with Elaeagnus angustifolia L. flours: Effects on physicochemical, textural, and microstructural characteristics

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    The effect of peeled oleaster (Elaeagnus angustifolia L.) flour (PO) and unpeeled oleaster flour (UPO) in different levels (1% and 2%) on the quality parameters of set type yoghurt was investigated throughout 28 days of storage. Acidification kinetics, water holding capacity, syneresis level, textural characteristics and microstructure were firstly measured. Additionally, influence of oleaster flours on DPPH and ABTS(+) radical scavenging activity and total phenolic content of yoghurt samples was also assessed. Besides, all the products were subjected to sensorial preference test. Enrichment with 2% PO and UPO reduced fermentation time by 31 and 37 min, respectively. Addition of PO and UPO increased cohesiveness and the viscosity index, furthermore, syneresis decreased. Oleaster supplementation to yoghurt significantly increased scavenging activities of DPPH and ABTS radicals and the highest activities were determined in yoghurts fortified with 2% UPO. The results demonstrated that yoghurt with reduced syneresis, improved functional properties, and enhanced some textural characteristics can be achieved by a 2% UPO addition. Also, surprisingly yoghurts containing 2% UPO had similar consumer overall preference scores comparing to plain yoghurt

    Lactic acid bacteria diversity and dynamics during ripening of traditional Turkish goatskin Tulum cheese produced in Mut region assessed by culturing and PCR-DGGE

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    The study aims to identify the lactic acid bacteria diversity of Tulum cheese which is made from raw milk and ripened in the goatskin for 180 days. The samples were produced in Mut located in the Central Taurus Mountains of Turkey. For the determination of the lactic acid bacteria population of Tulum cheese samples, the culturedependent and culture-independent (PCR-DGGE) methods were used, and cheese samples were sampled on days 7, 15, 30, 60, 90, and 180. According to the enumeration results, Lactococci and Streptococci counts of Tulum cheese samples decreased during ripening. Furthermore, the DGGE profile of the population consisted of Streptococcus gallolyticus, Lactobacillus delbrueckii subsp. bulgaricus, Streptococcus lutetiensis, Streptococcus spp., and Enterococcus hirae at the end of the ripening period. On the other hand, Enterococcus spp. and Streptococcus spp. were found as prevalent species in the culture-based method at the end of the maturation period of Tulum cheese samples. Results revealed that the culture-dependent and culture-independent methods presented a piece of complementary information for the lactic acid bacteria population of Tulum cheese.TUBITAK (The Scientific and Technological Research Council of Turkey) through 1001 projectTurkiye Bilimsel ve Teknolojik Arastirma Kurumu (TUBITAK) [214Z054]This work was supported by the TUBITAK (The Scientific and Technological Research Council of Turkey) through 1001 project [Number: 214Z054]. Also we are grateful to Dr. Aysun Orac, Dr. cigdem Konak Goktepe, Dr. H.Inci ortiirk, Dr. Kiibra Aktas, Sum Dr. E. Esref HaMu, Dr. Mohd Kamran Khan, Dr. Anamika Pandey, and Dr. Omer Simsek for their valuable helps
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