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17 pages, 4171 KiB  
Article
Evaluation of Four Forensic Investigative Genetic Genealogy Analysis Approaches with Decreased Numbers of SNPs and Increased Genotyping Errors
by Yu Zang, Enlin Wu, Tingjun Li, Jiajun Liu, Riga Wu, Ran Li and Hongyu Sun
Genes 2024, 15(10), 1329; https://doi.org/10.3390/genes15101329 (registering DOI) - 15 Oct 2024
Viewed by 252
Abstract
Background: Forensic investigative genetic genealogy (FIGG) has developed rapidly in recent years and is considered a novel tool for crime investigation. However, crime scene samples are often of low quality and quantity and are challenging to analyze. Deciding which approach should be [...] Read more.
Background: Forensic investigative genetic genealogy (FIGG) has developed rapidly in recent years and is considered a novel tool for crime investigation. However, crime scene samples are often of low quality and quantity and are challenging to analyze. Deciding which approach should be used for kinship inference in forensic practice remains a troubling problem for investigators. Methods: In this study, we selected four popular approaches—KING, IBS, TRUFFLE, and GERMLINE—comprising one method of moment (MoM) estimator and three identical by descent (IBD) segment-based tools and compared their performance at varying numbers of SNPs and levels of genotyping errors using both simulated and real family data. We also explored the possibility of making robust kinship inferences for samples with ultra-high genotyping errors by integrating MoM and the IBD segment-based methods. Results: The results showed that decreasing the number of SNPs had little effect on kinship inference when no fewer than 164 K SNPs were used for all four approaches. However, as the number decreased further, decreased efficiency was observed for the three IBD segment-based methods. Genotyping errors also had a significant effect on kinship inference, especially when they exceeded 1%. In contrast, MoM was much more robust to genotyping errors. Furthermore, the combination of the MoM and the IBD segment-based methods showed a higher overall accuracy, indicating its potential to improve the tolerance to genotyping errors. Conclusions: In conclusion, this study shows that different approaches have unique characteristics and should be selected for different scenarios. More importantly, the integration of the MoM and the IBD segment-based methods can improve the robustness of kinship inference and has great potential for applications in forensic practice. Full article
(This article belongs to the Section Molecular Genetics and Genomics)
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<p>Workflow of pedigree simulation and kinship inference. In the part of simulation, individuals in grey represent the founders. In the part of error introduction, red bars represent the genotyping error level.</p>
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<p>Distributions of kinship coefficients (θ) of first- to seventh-degree and unrelated relationships for different numbers of SNPs using KING (<b>A</b>), IBIS (<b>B</b>), TRUFFLE (<b>C</b>), and GERMLINE (<b>D</b>).</p>
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<p>Performance of subsets with different numbers of SNPs using four approaches: (<b>A</b>) overlapping rate; (<b>B</b>) sensitivity (Sen); (<b>C</b>) positive predictive value (PPV); (<b>D</b>) overall accuracy (AC).</p>
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<p>Kinship coefficients (θ) of first- to seventh-degree and unrelated relationships based on the 164 K panel with different genotyping errors using KING (<b>A</b>), IBIS (<b>B</b>), TRUFFLE (<b>C</b>), and GERMLINE (<b>D</b>). Red dashed line shows empirical criteria (predefined in <a href="#genes-15-01329-t001" class="html-table">Table 1</a>) for kinship inference.</p>
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<p>Estimated kinship coefficients through four respective approaches and combinations. Red dashed line shows the square of the correlation coefficient (r<sup>2</sup>) between expected and estimated kinship coefficients is 1.</p>
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<p>Performance of subsets with different genotyping error rates using four approaches and combinations: (<b>A</b>) overlapping rate; (<b>B</b>) sensitivity (Sen); (<b>C</b>) positive predictive value (PPV); (<b>D</b>) overall accuracy (AC).</p>
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<p>The rates and types of genotyping errors for the diluted and degraded DNA samples.</p>
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<p>Kinship inference of diluted and degraded samples using the four approaches studied and the combination method.</p>
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13 pages, 950 KiB  
Article
Application of Quantitative Magnetic Resonance Imaging (QMRI) to Evaluate the Effectiveness of Ultrasonic Atomization of Water in Truffle Preservation
by Alessia Marino, Marco Leonardi, Alessandra Zambonelli, Mirco Iotti and Angelo Galante
J. Fungi 2024, 10(10), 717; https://doi.org/10.3390/jof10100717 - 15 Oct 2024
Viewed by 267
Abstract
Truffles of the Tuber genus (Pezizales, Ascomycetes) are among the most valuable and expensive foods, but their shelf life is limited to 7–10 days when stored at 4 °C. Alternative preservation methods have been proposed to extend their shelf life, though they may [...] Read more.
Truffles of the Tuber genus (Pezizales, Ascomycetes) are among the most valuable and expensive foods, but their shelf life is limited to 7–10 days when stored at 4 °C. Alternative preservation methods have been proposed to extend their shelf life, though they may alter certain quality parameters. Recently, a hypogeal display case equipped with an ultrasonic humidity system (HDC) was developed, extending the shelf life to 2–3 weeks, depending on the truffle species. This study assesses the efficacy of HDC in preserving Tuber melanosporum and Tuber borchii ascomata over 16 days, using quantitative magnetic resonance imaging (QMRI) to monitor water content and other parameters. Sixteen T. melanosporum and six T. borchii ascomata were stored at 4 °C in an HDC or a static fridge (SF) as controls. QMRI confirmed that T. borchii has a shorter shelf life than T. melanosporum under all conditions. HDC reduced the rate of shrinkage, water, and mass loss in both species. Additionally, the Apparent Diffusion Coefficient (ADC), longitudinal relaxation time (T1), and transverse relaxation time (T2), which reflect molecular changes, decreased more slowly in HDC than SF. QMRI proves useful for studying water-rich samples and assessing truffle preservation technologies. Further optimization of this method for industrial use is needed. Full article
(This article belongs to the Special Issue New Perspectives on Tuber Fungi)
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<p>Variation in ascoma parameters and associated trend lines throughout the period of MRI investigation. (<b>a</b>) ascoma mass of <span class="html-italic">T. borchii</span>; (<b>b</b>) ascoma mass of <span class="html-italic">T. melanosporum</span>; (<b>c</b>) MRI-estimated volume of <span class="html-italic">T. borchii</span> ascomata; (<b>d</b>) MRI-estimated volume of <span class="html-italic">T. melanosporum</span> ascomata; (<b>e</b>) free water fraction of <span class="html-italic">T. borchii</span> ascomata; (<b>f</b>) free water fraction of <span class="html-italic">T. melanosporum</span> ascomata. Data from ascomata preserved in the hypogeal display case (HDC) and the static fridge (SF) are visualized in grey (triangles and dotted line) and black (circles and solid line), respectively.</p>
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<p>Comparison of ascoma mass (<b>a</b>,<b>b</b>), MRI-estimated volume (<b>c</b>,<b>d</b>) and free water fraction (<b>e</b>,<b>f</b>) percentage reduction between ascomata stored in the static fridge (SF, gray boxes) and the hypogeal display case (HDC, white boxes). (<b>a</b>,<b>c</b>,<b>e</b>) <span class="html-italic">T. borchii</span> ascomata; (<b>b</b>,<b>d</b>,<b>f</b>) <span class="html-italic">T. melanosporum</span> ascomata. Percentage reductions and statistics were calculated on the differences between values obtained in the first MRI round of measurement and those obtained in the following rounds. Symbols: <span class="html-italic">p</span> &lt; 0.06; * <span class="html-italic">p</span> &lt; 0.05; ** <span class="html-italic">p</span> &lt; 0.01; *** <span class="html-italic">p</span> &lt; 0.001; ns<sup>†</sup> <span class="html-italic">p</span> &lt; 0.07.</p>
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14 pages, 4453 KiB  
Article
Analysis of Mycorrhization Trends and Undesired Fungi Species in Three- and Six-Year-Old Tuber aestivum Plantations in Hungary
by Akale Assamere Habtemariam, Péter Cseh, Balázs Péter, Ádám Heller, Peter Pitlik, Sára Brandt, Péter László and Zoltán Bratek
J. Fungi 2024, 10(10), 696; https://doi.org/10.3390/jof10100696 - 7 Oct 2024
Viewed by 427
Abstract
Tuber aestivum is a key truffle species with significant ecological and economic value. Despite its importance, plantation success can be influenced by soil pH, host plants, and undesired fungi. This study examines how soil pH and host plants influence mycorrhization trends in T. [...] Read more.
Tuber aestivum is a key truffle species with significant ecological and economic value. Despite its importance, plantation success can be influenced by soil pH, host plants, and undesired fungi. This study examines how soil pH and host plants influence mycorrhization trends in T. aestivum plantations across six plant species in eight Hungarian settlements, using root sampling and DNA analysis to assess plantations at three and six years of age. Tuber aestivum achieved over 30% mycorrhization, with Carpinus betulus showing the highest levels. DNA analysis identified eight undesired mycorrhizal fungi, with Suillus spp. (42.9%) and Scleroderma spp. (31.4%) being the most prevalent. The study found that T. aestivum preferred a soil pH of around 7.6, while undesired fungi thrived in slightly acidic conditions. Additionally, soil pH significantly and positively influenced T. aestivum mycorrhization; however, factors such as plantation age also contributed to mycorrhization trends. While mycorrhization by undesired fungi decreased with higher soil pH, it increased as plantations matured from three to six years. These findings highlight the need for the effective management of soil pH and the control of undesired fungi to optimize T. aestivum mycorrhization, emphasizing the importance of targeted strategies and further research for sustainable truffle cultivation. Full article
(This article belongs to the Special Issue New Perspectives on Tuber Fungi)
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<p>The distribution and locations of eight truffle plantation settlements across Hungary.</p>
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<p>The levels of (<b>a</b>) <span class="html-italic">Tuber aestivum</span> mycorrhization and (<b>b</b>) contamination in six plant species from three-year-old plantations. Means that do not share the same letter are statistically significantly different from each other.</p>
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<p>The levels of (<b>a</b>) <span class="html-italic">T. aestivum</span> and (<b>b</b>) undesired mycorrhizations across 12 plantations.</p>
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<p>The levels of (<b>a</b>) <span class="html-italic">Tuber aestivum</span> mycorrhization and (<b>b</b>) undesired fungi across four plant species in three- and six-year-old plantations. Means that do not share a letter are significantly different.</p>
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<p>The levels of <span class="html-italic">T. aestivum</span> and undesired mycorrhization in different three- and six-year-old plantations.</p>
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<p>A scatter plot combined with a linear regression model illustrating the relationship between <span class="html-italic">T. aestivum</span> mycorrhization levels and soil pH in three- and six-year-old plantations.</p>
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<p>Scatter plots showing the mycorrhization levels of undesired fungi in <span class="html-italic">T. aestivum</span> plantations and their relationship with soil pH in three- and six-year-old plantations.</p>
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<p>Rooted maximum likelihood phylogenetic tree illustrating evolutionary relationships among ectomycorrhizal fungal lineages identified in this study using IQ-TREE. Significant bootstrap support (&gt;81) is as indicated above branches and bold letters denote sequences in this study.</p>
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<p>The frequency of morphologically identified ectomycorrhizal fruiting bodies in plantations.</p>
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17 pages, 16970 KiB  
Article
Effects of Media and Processes on the Aromas of White Truffle Solid-State Fermented Products
by Chih-Yuan Cheng and Su-Der Chen
Processes 2024, 12(9), 2036; https://doi.org/10.3390/pr12092036 - 21 Sep 2024
Viewed by 370
Abstract
This study aimed to formulate a black bean soy sauce using black beans and black rice as media for the solid-state fermentation of white truffle. Various proportions of these media (4:0, 3:1, 2:2, 1:3, and 0:4) were prepared, with methionine concentrations (0, 0.3, [...] Read more.
This study aimed to formulate a black bean soy sauce using black beans and black rice as media for the solid-state fermentation of white truffle. Various proportions of these media (4:0, 3:1, 2:2, 1:3, and 0:4) were prepared, with methionine concentrations (0, 0.3, 0.6, 0.9, 1.2, and 1.5%) serving as precursors for a 4-week solid-state fermentation to analyze the aroma profiles. GC-MS analysis showed that samples with 1.5% methionine exhibited significantly higher levels of sulfur-containing volatile compounds compared to those without methionine. GC-IMS analysis revealed that a 2:2 ratio of black beans to black rice produced the most enriched aroma. Lower methionine levels improved mycelial growth, with 0.3% methionine yielding the richest aroma components. After fermentation, the white truffle products were sterilized using autoclaving, hot air assisted radio frequency (HARF), and high pressure processing (HPP), followed by freeze drying. GC-IMS analysis showed that HPP samples had an aroma closest to fresh samples, whereas HARF and autoclave resulted in similar aromas. However, 24 h freeze drying significantly diminished the aroma, resulting in no significant difference in aroma among the freeze-dried products treated with different sterilization methods. Full article
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<p>Experimental design of aroma study in <span class="html-italic">Tuber magnatum</span> solid-state fermentation.</p>
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<p>GC-MS spectrum of <span class="html-italic">Tuber magnatum</span> four-week solid-state fermented products using different ratios of black bean and black rice as media.</p>
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<p>GC-MS spectrum of <span class="html-italic">Tuber magnatum</span> four-week solid-state fermented products using different ratios of black bean and black rice as media with 1.5% methionine.</p>
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<p>Aroma fingerprints of <span class="html-italic">Tuber magnatum</span> solid-state fermented products using different ratios of black bean and black rice as media.</p>
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<p>The characteristic aroma fingerprints of <span class="html-italic">Tuber magnatum</span> solid-state fermented products using different ratios of black bean and black rice as media.</p>
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<p>Principal component analysis of <span class="html-italic">Tuber magnatum</span> solid-state fermented products using different ratios of black bean and black rice as media.</p>
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<p>Aroma fingerprints of <span class="html-italic">Tuber magnatum</span> solid-state fermented products using different concentrations of methionine in media.</p>
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<p>The characteristic aroma fingerprints of <span class="html-italic">Tuber magnatum</span> solid-state fermented products with different concentrations of methionine in media.</p>
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<p>Aroma fingerprints of unfermented products with different concentrations of methionine in media.</p>
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<p>The characteristic aroma fingerprints of (<b>a</b>) before and (<b>b</b>) after <span class="html-italic">Tuber magnatum</span> solid-state fermented products with different concentrations of methionine in media.</p>
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<p>Principal component analysis of (<b>a</b>) before and (<b>b</b>) after <span class="html-italic">Tuber magnatum</span> solid-state fermented products with different concentrations of methionine in media.</p>
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<p>Aroma fingerprints of different pasteurization methods and their freeze-dried (<b>a</b>) before and (<b>b</b>) after <span class="html-italic">Tuber magnatum</span> solid-state fermented products.</p>
Full article ">Figure 12 Cont.
<p>Aroma fingerprints of different pasteurization methods and their freeze-dried (<b>a</b>) before and (<b>b</b>) after <span class="html-italic">Tuber magnatum</span> solid-state fermented products.</p>
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<p>(<b>a</b>) Before and (<b>b</b>) after characteristic aroma compound fingerprints of <span class="html-italic">Tuber magnatum</span> solid-state fermented products by different pasteurization methods and freeze-drying.</p>
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<p>(<b>a</b>) Before and (<b>b</b>) after characteristic aroma compound fingerprints of <span class="html-italic">Tuber magnatum</span> solid-state fermented products by different pasteurization methods and freeze-drying.</p>
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<p>Principal component analysis of <span class="html-italic">Tuber magnatum</span> solid-state fermented products using different pasteurization methods and freeze-drying.</p>
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21 pages, 4979 KiB  
Article
Three New Truffle Species (Tuber, Tuberaceae, Pezizales, and Ascomycota) from Yunnan, China, and Multigen Phylogenetic Arrangement within the Melanosporum Group
by Rui Wang, Gangqiang Dong, Yupin Li, Ruixue Wang, Shimei Yang, Jing Yuan, Xuedan Xie, Xiaofei Shi, Juanbing Yu, Jesús Pérez-Moreno, Fuqiang Yu and Shanping Wan
J. Fungi 2024, 10(9), 640; https://doi.org/10.3390/jof10090640 - 7 Sep 2024
Viewed by 927
Abstract
Based on a multi-locus phylogeny of a combined dataset of ITS, LSU, tef1-α, and rpb2 and comprehensive morphological analyses, we describe three new species from the Melanosporum group of genus Tuber and synonymize T. pseudobrumale and T. melanoexcavatum. Phylogenetically, the three [...] Read more.
Based on a multi-locus phylogeny of a combined dataset of ITS, LSU, tef1-α, and rpb2 and comprehensive morphological analyses, we describe three new species from the Melanosporum group of genus Tuber and synonymize T. pseudobrumale and T. melanoexcavatum. Phylogenetically, the three newly described species, T. yunnanense, T. melanoumbilicatum and T. microexcavatum, differ significantly in genetic distance from any previously known species. Morphologically, T. yunnanense is distinctly different from its closest phylogenetically related species, T. longispinosum, due to its long shuttle-shape spores (average the ratio of spore length to spore width for all spores (Qm) = 1.74). Tuber melanoumbilicatum differs from the other species in having a cavity and long shuttle-shaped spores (Qm = 1.65). Although T. microexcavatum sampled ascomata have relatively low maturity, they can be distinguished from its closely related species T. pseudobrumale by the ascomata size, surface warts, and spore number per asci; additionally, phylogenetic analysis supports it as a new species. In addition, molecular analysis from 22 newly collected specimens and Genebank data indicate that T. pseudobrumale and T. melanoexcavatum are clustered into a single well-supported clade (Bootstrap (BS) = 100, posterior probabilities (PP) = 1.0); and morphological characteristics do not differ. Therefore, based on the above evidence and publication dates, we conclude that T. melanoexcavatum is a synonym of T. pseudobrumale. By taking into account current knowledge and combining the molecular, multigene phylogenetic clade arrangement and morphological data, we propose that the Melanosporum group should be divided into four subgroups. Diagnostic morphological features and an identification key of all known species in the Melanosporum group are also included. Finally, we also provide some additions to the knowledge of the characterization of T. pseudobrumale, T. variabilisporum, and T. pseudohimalayense included in subgroup 1 of the Melanosporum group. Full article
(This article belongs to the Special Issue New Perspectives on Tuber Fungi)
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<p>Randomized Axelerated Maximum Likelihood (RAxML) tree based on the sequences ITS, LSU, <span class="html-italic">tef1-</span>α, and <span class="html-italic">rpb2</span> of <span class="html-italic">T. yunnanense</span>, <span class="html-italic">T. melanoumbilicatum</span>, <span class="html-italic">T. microexcavatum,</span> and related species, with <span class="html-italic">C. sichuanensis</span> as the outgroup. Bootstrap (BS) values obtained from maximum likelihood (ML) analysis (≥70%) and posterior probabilities (PP) from Bayesian inference (≥0.90) are indicated above or below the branches at the nodes. Newly obtained sequences are highlighted in bold font.</p>
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<p><span class="html-italic">Tuber yunnanense</span> (YNAU019, holotype). (<b>A</b>) Ascoma and gleba appearance; (<b>B</b>) Warts on surface ascoma; (<b>C</b>) Peridium hyphal arrangements; (<b>D</b>,<b>E</b>) Asci and ascospores under bright field microscopy; (<b>F</b>) Ascospore under scanning electronic microscopy. The scale bars are individually indicated for each image.</p>
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<p><span class="html-italic">Tuber melanoumbilicatum</span> (YNAU017, holotype). (<b>A</b>) Ascomatata and gleba in cross-section; (<b>B</b>) Warts on surface ascoma; (<b>C</b>) Close-up to gleba; (<b>D</b>) Peridium hyphal arrangement; (<b>E</b>) Asci and ascospores under bright field microscopy; (<b>F</b>) Ascospore under scanning electron microscopy. The scale bars are individually indicated for each image.</p>
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<p><span class="html-italic">Tuber microexcavatum</span> (YNAU1263, holotype). (<b>A</b>) Ascoma and gleba in cross-section; (<b>B</b>) Warts on surface ascoma; (<b>C</b>) Close-up to gleba; (<b>D,E</b>) Peridium hyphal arrangement; (<b>F</b>) Asci and ascospores under bright field microscopy. The scale bars are individually indicated for each image.</p>
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<p><span class="html-italic">Tuber pseudobrumale</span> (YNAU0221). (<b>A</b>) Ascomata and gleba in cross-section; (<b>B</b>) Warts on surface ascoma; (<b>C</b>) Close-up to gleba; (<b>D</b>) Peridium hyphal arrangement; (<b>E</b>) Asci and ascospores under bright field microscopy; (<b>F</b>,<b>G</b>) Ascospores under scanning electron microscopy. The scale bars are individually indicated for each image.</p>
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<p>Ascomata of <span class="html-italic">T</span>. <span class="html-italic">variabilisporum</span> (<b>A</b>–<b>D</b>) and <span class="html-italic">T</span>. <span class="html-italic">pseudohimalayense</span> (<b>E</b>–<b>J</b>), showing cavities in their surfaces, with the exception of (<b>E</b>), which shows a less pronounced depression. (<b>A</b>) YNAU0146; (<b>B</b>) YNAU0468; (<b>C</b>) YNAU0925; (<b>D</b>) YNAU1670; (<b>E</b>) YNAU1664; (<b>F</b>) YNAU1608; (<b>G</b>) YNAU1663; (<b>H</b>) YNAU1665; (<b>I</b>) YNAU1666; (<b>J</b>) YNAU1344. (Scale bars = 1 cm).</p>
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11 pages, 1560 KiB  
Article
Assessing Quality Attributes and Antioxidant Effects in Chocolate Milk Formulated with Gum Arabic and Desert Truffle
by Khalid A. Alsaleem, Khalid H. Musa, Mahmoud E. A. Hamouda and Essam M. Hamad
Processes 2024, 12(8), 1714; https://doi.org/10.3390/pr12081714 - 15 Aug 2024
Viewed by 882
Abstract
The increasing demand for functional and nutritious beverages necessitates the exploration of novel ingredients and formulations. This study evaluated the impact of supplementing chocolate milk with desert truffles powder and varying concentrations of gum arabic on its chemical composition, viscosity, color characteristics, antioxidant [...] Read more.
The increasing demand for functional and nutritious beverages necessitates the exploration of novel ingredients and formulations. This study evaluated the impact of supplementing chocolate milk with desert truffles powder and varying concentrations of gum arabic on its chemical composition, viscosity, color characteristics, antioxidant activity, and sensory attributes. Desert truffles powder was consistently incorporated at 2% across all treatments, while gum arabic concentrations varied from 0% to 1.5%. The results revealed significant enhancements in the nutritional profile, particularly in treatments with higher gum arabic concentrations, which showed increased solids-not-fat, protein, and carbohydrate contents. Additionally, the viscosity and shear stress values of the chocolate milk improved with the addition of gum arabic, enhancing its texture and stability. Color analysis demonstrated a darker and more intense coloration in samples with higher gum arabic levels. Antioxidant activity, assessed through total phenolic content, DPPH, and ABTS scavenging activity, was highest at moderate gum arabic concentrations but declined at higher levels. A high correlation was observed between total phenolic content and both DPPH and ABTS scavenging activities. Sensory evaluation indicated no significant differences in flavor, consistency, color, and overall acceptability across treatments, suggesting that the nutritional enhancements did not compromise sensory qualities. Overall, this study highlights that incorporating desert truffles powder and gum arabic can effectively improve the functional and nutritional properties of chocolate milk, presenting it as a viable option for health-oriented consumers. Full article
(This article belongs to the Special Issue Quality of Plant Raw Materials and Their Processing)
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<p>The raw desert truffles and gum arabic that were used in the present study.</p>
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<p>A flow diagram of the treatments’ preparation steps.</p>
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<p>Relationship between total phenolic content and DPPH scavenging activity in chocolate milk samples supplemented with desert truffles powder and gum arabic.</p>
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<p>Relationship between total phenolic content and ABTS scavenging activity in chocolate milk samples supplemented with desert truffles powder and gum arabic.</p>
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<p>Relationship between ABTS radical scavenging activity and DPPH radical scavenging activity in chocolate milk samples supplemented with desert truffles powder and gum arabic.</p>
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11 pages, 9067 KiB  
Article
First Record of Summer Truffle (Tuber aestivum) in Portugal
by Celeste Santos-Silva and Clarisse Brígido
Microbiol. Res. 2024, 15(3), 1494-1504; https://doi.org/10.3390/microbiolres15030101 - 9 Aug 2024
Viewed by 1088
Abstract
Tuber aestivum, commonly known as the summer truffle, is typically found in various parts of Europe where it grows naturally. However, its presence in Portugal was not confirmed until now. The first fruit bodies were collected in April 2024 at stone pine [...] Read more.
Tuber aestivum, commonly known as the summer truffle, is typically found in various parts of Europe where it grows naturally. However, its presence in Portugal was not confirmed until now. The first fruit bodies were collected in April 2024 at stone pine stands (Alenquer and Arruda dos Vinhos, Lisbon) and in June at holm oak stands (Salir, Faro). These specimens are characterized by hypogeous, subglobose, black ascomata with a peridium surface covered with pyramidal warts. Ascopores are subglobose-to-broadly ellipsoid, distinctively ornamented, usually 1–6 per asci. According to the results of the internal transcribed spacer (ITS) rDNA sequence analysis, these specimens form a well-supported group within the Aestivum clade, with T. aestivum being the closest phylogenetic taxon. This remarkable discovery opens up new opportunities for truffle exploitation in Portugal thanks to the summer truffle’s gastronomical value and high market prices. Full article
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<p>Countries with <span class="html-italic">Tuber aestivum</span> natural occurrence. Data retrieved from [<a href="#B15-microbiolres-15-00101" class="html-bibr">15</a>,<a href="#B16-microbiolres-15-00101" class="html-bibr">16</a>,<a href="#B17-microbiolres-15-00101" class="html-bibr">17</a>,<a href="#B18-microbiolres-15-00101" class="html-bibr">18</a>,<a href="#B19-microbiolres-15-00101" class="html-bibr">19</a>,<a href="#B20-microbiolres-15-00101" class="html-bibr">20</a>,<a href="#B21-microbiolres-15-00101" class="html-bibr">21</a>,<a href="#B22-microbiolres-15-00101" class="html-bibr">22</a>,<a href="#B23-microbiolres-15-00101" class="html-bibr">23</a>,<a href="#B24-microbiolres-15-00101" class="html-bibr">24</a>], and created with mapchart.net.</p>
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<p><span class="html-italic">Tuber aestivum</span> specimens collected in Portugal. (<b>A</b>) Left to right: Giovanni Longo, Pina (dog) and Tanka Sapkota, at 1016 sample location site (<a href="https://www.nit.pt/wp-content/uploads/2024/06/49bdcfdd344747a0f30a145d5f6625b1-e1717409790694.jpg" target="_blank">https://www.nit.pt/wp-content/uploads/2024/06/49bdcfdd344747a0f30a145d5f6625b1-e1717409790694.jpg</a>, accessed on 28 June 2024). (<b>B</b>) Left to right: Celeste Santos-Silva, Larissa Müller and Figo (dog) at 1022 sample location site (Algarve Truffle Group). (<b>C</b>) <span class="html-italic">T. aestivum</span> ascomata (Larissa Müller). (<b>D</b>). <span class="html-italic">T. aestivum</span> gleba (Celeste Santos-Silva). (<b>E</b>,<b>F</b>) <span class="html-italic">T. aestivum</span> asci and ascospores (Celeste Santos-Silva). Bars: (<b>C</b>,<b>D</b>) = 1 cm; (<b>E</b>,<b>F</b>). = 30 µm.</p>
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<p>Phylogenetic placement of <span class="html-italic">Tuber aestivum</span> specimens obtained in this study (bold) in the Aestivum clade. The consensus tree represents a Bayesian approximation with 1000 generations and a maximum likelihood analysis with 1000 bootstrap replicates. The tree is based on the ITS rDNA sequence alignment of 70 sequences assigned to 22 <span class="html-italic">Tuber taxa</span>. ITS rDNA sequences of <span class="html-italic">Choiromyces venosus</span> and <span class="html-italic">C. magnusii</span> were used as the outgroup. Bootstrap supports are shown at the nodes of the branches.</p>
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<p>Continental Portugal month precipitation (P) and the mean air temperature (Ta) from September 2023 to May 2024. Climatological standard normals (1941–2023) per month for precipitation (PN) and mean air temperature (TaN) (data from <a href="https://www.ipma.pt/pt/publicacoes/" target="_blank">https://www.ipma.pt/pt/publicacoes/</a>, accessed on 26 June 2024).</p>
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45 pages, 1510 KiB  
Review
From ‘Farm to Fork’: Exploring the Potential of Nutrient-Rich and Stress-Resilient Emergent Crops for Sustainable and Healthy Food in the Mediterranean Region in the Face of Climate Change Challenges
by Javier Matías, María José Rodríguez, Antonio Carrillo-Vico, Joan Casals, Sara Fondevilla, Claudia Mónika Haros, Justo Pedroche, Nieves Aparicio, Nieves Fernández-García, Ingrid Aguiló-Aguayo, Cristina Soler-Rivas, Pedro A. Caballero, Asunción Morte, Daniel Rico and María Reguera
Plants 2024, 13(14), 1914; https://doi.org/10.3390/plants13141914 - 11 Jul 2024
Cited by 1 | Viewed by 1382
Abstract
In the dynamic landscape of agriculture and food science, incorporating emergent crops appears as a pioneering solution for diversifying agriculture, unlocking possibilities for sustainable cultivation and nutritional bolstering food security, and creating economic prospects amid evolving environmental and market conditions with positive impacts [...] Read more.
In the dynamic landscape of agriculture and food science, incorporating emergent crops appears as a pioneering solution for diversifying agriculture, unlocking possibilities for sustainable cultivation and nutritional bolstering food security, and creating economic prospects amid evolving environmental and market conditions with positive impacts on human health. This review explores the potential of utilizing emergent crops in Mediterranean environments under current climate scenarios, emphasizing the manifold benefits of agricultural and food system diversification and assessing the impact of environmental factors on their quality and consumer health. Through a deep exploration of the resilience, nutritional value, and health impacts of neglected and underutilized species (NUS) such as quinoa, amaranth, chia, moringa, buckwheat, millet, teff, hemp, or desert truffles, their capacity to thrive in the changing Mediterranean climate is highlighted, offering novel opportunities for agriculture and functional food development. By analysing how promoting agricultural diversification can enhance food system adaptability to evolving environmental conditions, fostering sustainability and resilience, we discuss recent findings that underscore the main benefits and limitations of these crops from agricultural, food science, and health perspectives, all crucial for responsible and sustainable adoption. Thus, by using a sustainable and holistic approach, this revision analyses how the integration of NUS crops into Mediterranean agrifood systems can enhance agriculture resilience and food quality addressing environmental, nutritional, biomedical, economic, and cultural dimensions, thereby mitigating the risks associated with monoculture practices and bolstering local economies and livelihoods under new climate scenarios. Full article
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<p>NUS crops with the potential for cultivation in Mediterranean environments. Representative images of different nutrient-rich and stress-resilient emergent crops for sustainable and healthy food in the Mediterranean region, grown under field conditions across different regions of Spain. The images depict the crops in the field (outer images) and the panicle, inflorescence, or truffle for each crop (inner image). The crops included in the figure are <span class="html-italic">Chenopodium quinoa</span> Willd., <span class="html-italic">Amaranthus</span> sp., <span class="html-italic">Fagopyrum</span> sp., <span class="html-italic">Eragrostis tef</span> (Zucc.) Trotter, <span class="html-italic">Salvia hispanica</span> L., <span class="html-italic">Moringa oleifera</span> Lam., <span class="html-italic">Cannabis sativa</span> L., and millet (<span class="html-italic">Pennisetum glaucum</span> (L.) R.Br. <span class="html-italic">Terfezia claveryi</span> Chatin (with <span class="html-italic">Helianthemum almeriense</span> Pau)).</p>
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15 pages, 2411 KiB  
Article
Elaboration and Characterization of Novel Kombucha Drinks Based on Truffles (Tuber melanosporum and Tuber aestivum) with Interesting Aromatic and Compositional Profiles
by Diego Morales, Laura de la Fuente-Nieto, Pedro Marco and Eva Tejedor-Calvo
Foods 2024, 13(13), 2162; https://doi.org/10.3390/foods13132162 - 8 Jul 2024
Viewed by 866
Abstract
The organoleptic and bioactive properties of truffles place these fungi as interesting materials for use in the of design functional foods based on fruiting bodies outside commercial standards. Moreover, kombucha beverages have become more popular in the Western world, leading to novel drinks [...] Read more.
The organoleptic and bioactive properties of truffles place these fungi as interesting materials for use in the of design functional foods based on fruiting bodies outside commercial standards. Moreover, kombucha beverages have become more popular in the Western world, leading to novel drinks using alternative substrates instead of tea leaves. In this work, two truffle species (Tuber melanosporum, TMEL; Tuber aestivum, TAES) and three different symbiotic consortia of bacteria and yeasts (SCOBYs: SC1, SC2, and SC3) were tested. Fermentation (21 days) was monitored in terms of physicochemical (pH, viscosity), biochemical (total carbohydrates, alcohol, soluble proteins, phenolic compounds), and sensory attributes (volatile organic compounds, VOCs). The obtained pH ranges were adequate, alcohol levels were undetectable or very low, and sugar content was lower than in traditional kombuchas or other beverages. In most cases, the usual bottling time could be applied (7–10 days), although longer fermentations are recommended (14 days) to reach higher protein and phenolic compounds contents. Truffle kombuchas produced up to 51 volatile organic compounds (alcohols, acids, esters, ketones, and aldehydes, among others), with TMEL showing a more complex profile than TAES. During the first week, acidic compound production was observed, especially acetic acid. Similar behavior in the VOC profile was reported with different SCOBYs. Full article
(This article belongs to the Special Issue Latest Research on Flavor Components and Sensory Properties of Food)
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<p>Evolution of pH values and viscosity (cP) during fermentation (21 days) in <span class="html-italic">Tuber melanosporum</span> (<b>a</b>,<b>c</b>) and <span class="html-italic">Tuber aestivum</span> (<b>b</b>,<b>d</b>) kombuchas with SCOBYs (SCs) 1 (blue), 2 (orange), and 3 (gray). Different letters denote significant differences for the same SC at different fermentation times (A–G) and for different SCs at the same fermentation time (a–c) (one-way ANOVA, Tukey’s test, <span class="html-italic">p</span> ≤ 0.05).</p>
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<p>Evolution of total carbohydrate content (%), soluble proteins (µg/mL), and total phenolic compounds (TPCs) (mg/100 mL) during fermentation (21 days) in <span class="html-italic">Tuber melanosporum</span> (<b>a</b>,<b>c</b>,<b>e</b>) and <span class="html-italic">Tuber aestivum</span> (<b>b</b>,<b>d</b>,<b>f</b>) kombuchas with SCOBYs (SCs) 1 (blue), 2 (orange), and 3 (gray). Different letters denote significant differences for the same SC at different fermentation times (A–F) and for different SCs at the same fermentation time (a–c) (one-way ANOVA, Tukey’s test, <span class="html-italic">p</span> ≤ 0.05).</p>
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<p>PCA score plot with all volatile organic compounds detected in truffle kombucha fermented during 21 days. In the sample name, TMEL: <span class="html-italic">Tuber melanosporum</span>, TAES: <span class="html-italic">Tuber aestivum</span>; 1, 2, and 3 correspond to the SCOBY and 0, 7, and 21 to the fermentation day.</p>
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<p>Selected marker compounds from TMEL and TAES kombucha fermented during 21 days.</p>
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13 pages, 4168 KiB  
Article
Evaluation of the Colonization of Plants from Five Quercus Taxa Native to Greece by Tuber aestivum (Ascomycota, Pezizales)
by Vassileios Daskalopoulos, Elias Polemis, Irini-Evangelia Kioupidi, Panayiotis Trigas and Georgios I. Zervakis
Life 2024, 14(7), 852; https://doi.org/10.3390/life14070852 - 7 Jul 2024
Viewed by 1093
Abstract
Fungi of the genus Tuber are famous for their hypogeous ascomata (truffles), many of which possess noteworthy organoleptic properties. T. aestivum shows a wide geographic distribution, has many plant symbionts and is well adapted to various climatic conditions. In this study, five Quercus [...] Read more.
Fungi of the genus Tuber are famous for their hypogeous ascomata (truffles), many of which possess noteworthy organoleptic properties. T. aestivum shows a wide geographic distribution, has many plant symbionts and is well adapted to various climatic conditions. In this study, five Quercus taxa native to Greece (i.e., Q. coccifera, Q. ilex, Q. ithaburensis subsp. macrolepis, Q. pubescens and Q. trojana subsp. trojana) were inoculated with spore suspensions obtained from a single ascoma of T. aestivum. The fungal colonization of oak roots was evaluated at three, seven and 12 months after inoculation; the respective colonization rates for each time period were as follows: low to medium (17–41%) for Q. pubescens, Q. ithaburensis subsp. macrolepis and Q. trojana subsp. trojana, medium to relatively high (58–80%) for Q. ithaburensis subsp. macrolepis, Q. ilex, Q. pubescens and Q. trojana subsp. trojana, and medium to high (45–87%) for all oak species examined. Positive correlations were assessed between the number of colonized root tips and the total root tips number, but no significant differences were detected between the inoculated plants and the respective control as regards plant growth. The ectomycorrhizae formed by T. aestivum with Q. ithaburensis subsp. macrolepis and Q. trojana subsp. trojana are described for the first time. The outcome of the study evidences the feasibility of generating the seedlings of various indigenous oak species (covering a large range of diverse habitats) successfully inoculated with autochthonous truffles to be readily used for cultivation purposes. Full article
(This article belongs to the Section Plant Science)
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<p>Map of Greece depicting collection sites of oak acorns (green dots) and of <span class="html-italic">Tuber aestivum</span> ascoma (yellow dot); (1) Prespes, (2) Athens, (3) Andros Isl., (4) Arcadia.</p>
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<p>Mean colonization rates (number of colonized root tips vs. number of total root tips, %) (above), and mean number of total root tips (below) per evaluation period (three, seven and twelve months). Vertical bars on the columns represent the standard deviation (SD), while absence of common letters indicates significant differences (<span class="html-italic">p</span> &lt; 0.05) in comparisons among plant species.</p>
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<p>Correlation of the number of colonized root tips vs. the total number of root tips for all data obtained from the three evaluation periods and the five <span class="html-italic">Quercus</span> spp. examined.</p>
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<p>Growth of five <span class="html-italic">Quercus</span> species at three time periods: mean stem height (above) and mean stem diameter at substrate level (below) of inoculated (light columns) and non-inoculated (control; dark/shaded columns) plants. Vertical bars on the columns represent the standard deviation (SD) of means, while significant differences (<span class="html-italic">p</span> &lt; 0.05) are indicated by absence of common letters on the columns (comparisons were made among inoculated plants and the controls for each time period).</p>
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<p>Indicative macro-morphoanatomical features of root systems of the oak species studied, and their ectomycorrhizae: (<b>a</b>) dense clusters of root tips on the root system of <span class="html-italic">Q. coccifera</span>, and (<b>b</b>) sparse colonized root tips on the root system of <span class="html-italic">Q. trojana</span> subsp. <span class="html-italic">trojana</span>. Scale bars correspond to 1 mm.</p>
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<p>Indicative appearance of the bare roots (left column), the morphology of ectomycorrhizae (central column) and the anatomy of their outer mantle (right column) for (<b>a</b>) <span class="html-italic">Q. coccifera</span>, (<b>b</b>) <span class="html-italic">Q. ilex</span>, (<b>c</b>) <span class="html-italic">Q. ithaburensis</span> subsp. <span class="html-italic">macrolepis</span>, (<b>d</b>) <span class="html-italic">Q. pubescens</span>, and (<b>e</b>) <span class="html-italic">Q. trojana</span> subsp. <span class="html-italic">trojana</span>. Scale bars of the stereoscopic photos correspond to 0.5 mm; scale bars of microscopic photos correspond to 20 μm.</p>
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14 pages, 3638 KiB  
Article
Phytotoxic Strains of Fusarium commune Isolated from Truffles
by Anton Zvonarev, Vasily Terentyev, Valentina Zhelifonova, Tatiana Antipova, Boris Baskunov, Aleksander Avtukh, Tatiana Abashina, Aleksey Kachalkin, Mikhail Vainshtein and Anna Kudryavtseva
J. Fungi 2024, 10(7), 463; https://doi.org/10.3390/jof10070463 - 29 Jun 2024
Viewed by 758
Abstract
Most Fusarium species are known as endophytes and/or phytopathogens of higher plants and have a worldwide distribution. Recently, information discovered with molecular tools has been also published about the presence of these fungi in the microbiome of truffle fruiting bodies. In the present [...] Read more.
Most Fusarium species are known as endophytes and/or phytopathogens of higher plants and have a worldwide distribution. Recently, information discovered with molecular tools has been also published about the presence of these fungi in the microbiome of truffle fruiting bodies. In the present work, we isolated and identified three Fusarium strains from truffle fruiting bodies. All isolates were assigned to the same species, F. commune, and the strains were deposited in the All-Russian Collection of Microorganisms under accession numbers VKM F-5020, VKM F-5021, and VKM F-5022. To check the possible effects of the isolated strains on the plants, the isolates were used to infect sterile seedlings of Sarepta mustard (Brassica juncea L.). This model infection led to a moderate suppression of the photosynthetic apparatus activity and plant growth. Here, we present characteristics of the F. commune isolates: description of the conidial morphology, pigmentation, and composition of the mycelium fatty acids. Overall, this is the first description of the Fusarium cultures isolated from truffle fruiting bodies. Possible symbiosis of the F. commune strains with truffles and their involvement in the cooperative fatty acid production are proposed. Full article
(This article belongs to the Section Environmental and Ecological Interactions of Fungi)
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<p>Micromorphology of strain BT2 as a typical feature of the isolates (grown on the SNA medium, 10 days). Scale bar, 10 µm.</p>
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<p>Colonies of TT, ChT, and BT2 strains on PGA in the Petri dishes, diameter 90 mm, 7 days. (<b>A</b>) Top view; (<b>B</b>) reverse view.</p>
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<p>(<b>A</b>) General view of mustard seedlings (<span class="html-italic">B. juncea</span>) infected with <span class="html-italic">F. commune</span> strains BT2, TT, and ChT versus the sterile seedling (control). Soil was replaced with an MS agar medium. Growth time, 7 days after infection. (<b>B</b>) View of the control and infected roots 7 days after infection (light fluorescent microscopy); white scale bar with the designations “blank” and infected” is 10 µm.</p>
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<p>PAM-parameters related to PSII states obtained for control and infected plants. (<b>A</b>) Values of the maximum (<span class="html-italic">F</span>v/<span class="html-italic">F</span>m) and effective (<span class="html-italic">Y</span>(II)) quantum yields of Chl fluorescence of PSII; values of the quantum yield of regulated (<span class="html-italic">Y</span>(NPQ)) and unregulated (<span class="html-italic">Y</span>(NO) non-photochemical quenching of Chl fluorescence of PSII in the control and infected plants. (<b>B</b>) Relative electron transport rate (ETR) through PSII in the control and infected plants.</p>
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<p>Pigments isolated from the <span class="html-italic">F. commune</span> extracts with TLC. Designations of the strains and numbers of isolated pigments are shown in the figure.</p>
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16 pages, 4179 KiB  
Article
Three New Species of Tuber Discovered in Alpine Fir Forests in Yunnan, China
by Lin Li, Shanping Wan, Yun Wang, Naritsada Thongklang, Mei Yang, Chengyi Liu, Zonglong Luo and Shuhong Li
J. Fungi 2024, 10(7), 453; https://doi.org/10.3390/jof10070453 - 27 Jun 2024
Viewed by 712
Abstract
Three new species of Tuber, T. albicavum, T. laojunshanense, and T. umbilicicavatum belonging to the Puberulum phylogroup, are described based on specimens collected in alpine Abies forests at 3600–4000 m, Northwest Yunnan, China. T. albicavum is distinguished by its ascomata [...] Read more.
Three new species of Tuber, T. albicavum, T. laojunshanense, and T. umbilicicavatum belonging to the Puberulum phylogroup, are described based on specimens collected in alpine Abies forests at 3600–4000 m, Northwest Yunnan, China. T. albicavum is distinguished by its ascomata with a single chamber of 0.5–1.8 cm diameter, with an apical opening of 0.2–0.6 cm in diameter, and light golden-brown alveolate reticulate ascospores up to 30 μm in length; T. laojunshanense is characterized by having ascomata with a slightly tomentose surface, sometimes with a white navel, a relatively thick peridium, up to 280 µm, and yellow-brown spores with alveolate reticulate ornamentation, up to 34 µm in length; T. umbilicicavatum is characterized by smooth ascomata with a distinct white navel, a relatively thin peridium, up to 110 µm, and golden or golden-brown alveolate reticulate ascospores, up to 40 μm in length. The molecular analysis of the internal transcribed spacer region also supports that these three new species differ from previously described Tuber species. Full article
(This article belongs to the Special Issue Diversity, Phylogeny and Ecology of Forest Fungi)
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<p>Phylogeny derived from a maximum likelihood (ML) analysis of the nrDNA-ITS sequences from <span class="html-italic">Tuber</span> species, using <span class="html-italic">Choiromyces alveolatus</span>, <span class="html-italic">C. meandriformis</span>, and <span class="html-italic">Labyrinthomyces</span> sp. as outgroup. Values next to nodes reflect maximum likelihood bootstrap support values (BS), left, and Bayesian posterior probabilities (PP), right. Names of novel species and samples with newly generated sequences are in bold.</p>
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<p><span class="html-italic">Tuber albicavum</span>, (<b>A</b>) ascomata; (<b>B</b>) cross-section of dried ascomata showing gleba and cavity; (<b>C</b>) a piece of section of the peridium in 5%KOH, the blue arrows indicating bristle-like hyphae; (<b>D</b>) a cavity section in 5%KOH, pink arrow indicating hyphae extending beyond the chamber surface; (<b>E</b>) asci in 5%KOH; (<b>F</b>–<b>M</b>) ascospores and ascus. Scale bars: A = 1 cm; B = 0.2 cm; C = 50 μm; D = 10 μm; E–G = 30; H–K = 20; L–M = 30 μm.</p>
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<p><span class="html-italic">Tuber laojunshanense</span>, (<b>A</b>,<b>B</b>) ascomata and gleba; (<b>C</b>,<b>D</b>) a piece of the section of peridium in 5% KOH; (<b>E</b>) peridium outer layer in 5% KOH, the black arrows indicating hyphae extending beyond the surface; (<b>F</b>) asci with immature ascospores in 5%KOH; (<b>G</b>) ascus contains 1 spore or 3 spores when mature; (<b>H</b>) released ascospores and asci; (<b>I</b>,<b>J</b>) asci and ascospores; (<b>K</b>) SEM ascospores (dry sample). Scale bars: A,B = 1 cm; C,D = 100 μm; E = 10 μm; F = 50 μm; G–K = 10 μm.</p>
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<p>Ectomycorrhizae of <span class="html-italic">T. laojunshanense</span> with <span class="html-italic">Abies forrestii</span> var. <span class="html-italic">smithii</span>. (<b>A</b>) Mycorrhizal clusters; (<b>B</b>) a mycorrhizal tip with spiky cystidia; (<b>C</b>) spiky cystidia arising from the cells of the outer mantle layer; (<b>D</b>,<b>E</b>) mantle surface structure. Scale bars: A = 0.5 cm; B = 1 mm; C,D = 50 μm; E = 20 μm.</p>
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<p><span class="html-italic">Tuber umbilicicavatum</span>, (<b>A</b>,<b>B</b>) ascomata; (<b>C</b>) a piece of the section of the ascomata in 5%KOH; (<b>D</b>) asci in lactophenol; (<b>E</b>) 1-spored, 2-spored, and 4-spored asci; (<b>F</b>) SEM ascospores (dry sample); (<b>G</b>–<b>P</b>) ascospores and ascus; Scale bars: A,B = 1 cm; C,D = 100 μm; E,G–P = 20 μm; F = 10 μm.</p>
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12 pages, 1889 KiB  
Communication
Comprehensive Characterization of Tuber maculatum, New in Uruguay: Morphological, Molecular, and Aromatic Analyses
by Francisco Kuhar, Eva Tejedor-Calvo, Alejandro Sequeira, David Pelissero, Mariana Cosse, Domizia Donnini and Eduardo Nouhra
J. Fungi 2024, 10(6), 421; https://doi.org/10.3390/jof10060421 - 14 Jun 2024
Viewed by 994
Abstract
Although only a few species of Tuber account for the major truffle sales volume, many species that are not considered delicacies are finding their way to the market, especially in regions where the traditionally appreciated ones do not occur. This is the case [...] Read more.
Although only a few species of Tuber account for the major truffle sales volume, many species that are not considered delicacies are finding their way to the market, especially in regions where the traditionally appreciated ones do not occur. This is the case for whitish truffles. Specimens of whitish truffles were collected in pecan (Carya illinoinensis) orchards in Uruguay in October 2021. Morphological and molecular methods were used to characterize and assess their identity as Tuber maculatum Vittad. An SPME extraction of volatile compounds and GC–MS analyses were performed to characterize the aromatic profile of these specimens and evaluate their potential applications. Among the 60 VOCs detected, 3-octenone (mushroom odor), 3-octanol (moss, nut, mushroom odor), and 2H-pyran-2-one (no odor), followed by octen-1-ol-acetate (no odor) and 2-undecanone (orange, fresh, green odor) were the major compounds in T. maculatum fruiting bodies. The attributes of exotic edible mushrooms of commercial value in the region are highlighted. In particular, this work emphasizes the characteristics of truffles as a byproduct of pecan cultivation. Full article
(This article belongs to the Special Issue New Perspectives on Tuber Fungi)
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<p>Consensus tree showing a monophyletic group (highlighted) containing <span class="html-italic">Tuber maculatum</span> sequences from Uruguay (ectomycorrhizal and voucher specimens among various conspecific sequences from Europe, Asia, and North America). BS and PP support values are indicated above each node. Names in bold indicate sequences from this work. <span class="html-italic">Tuber excavatum</span> was used as an outgroup.</p>
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<p><span class="html-italic">Tuber maculatum</span> FLAB21. (<b>A</b>) Ascomata external view. (<b>B</b>) Ascomata in cross-section with glebal tissue. (<b>C</b>) Prosenchymatous peridial hyphae. (<b>D</b>) Thin section of the peridium. (<b>E</b>) Glebal hyphae. (<b>F</b>) Spores showing ornamentation. Bars: A = 1 cm; B = 2 cm; C, D, E, F = 10 µm.</p>
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<p>Aromatic profile of the most abundant compounds found in <span class="html-italic">Tuber maculatum</span> samples and their respective aroma descriptors found in the literature. Empty spaces correspond to ambiguously described aromas or compounds without available descriptions.</p>
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24 pages, 1301 KiB  
Article
Consumption Preferences for Truffles and Truffle-Based Products: An Application of the PLS-SEM Model
by Valentina Rosa Laganà, Fabio Lombardi, Donatella Di Gregorio and Agata Nicolosi
Sustainability 2024, 16(12), 5002; https://doi.org/10.3390/su16125002 - 12 Jun 2024
Cited by 1 | Viewed by 1027
Abstract
The truffle is a niche, valuable and ecological product exported and consumed all over the world. However, little is known about consumers’ preferences for truffles and truffle products. This study empirically explores the factors influencing their consumption in Italy. A PLS-SEM model was [...] Read more.
The truffle is a niche, valuable and ecological product exported and consumed all over the world. However, little is known about consumers’ preferences for truffles and truffle products. This study empirically explores the factors influencing their consumption in Italy. A PLS-SEM model was implemented and validated using an extended version of the theory of planned behavior, including consumers’ food-specific curiosity as an additional construct to basic constructs such as attitude, subjective norms and perceived behavioral control. The analysis allowed us to examine and verify the significance of the relationships between the factors and what impact they have on intentions to consume fresh and truffle-based products. The processing concerns of consumers were reached through face-to-face consultation with a semi-structured questionnaire. The results obtained suggested that consumers’ intentions in using truffles involve several factors, such as consumers’ personal experiences, organoleptic characteristics (aroma and taste), food safety, trust in the seller/brand, traceability information, the aspect of green products and, more generally, the protection of the environment and forests. The findings provided novel insights for researchers to understand the aspects of truffle consumption, and also represent a guideline for marketers to develop appropriate marketing tactics to grow the truffle business. Full article
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<p>Conceptual model hypothesized in the analysis and the related research hypothesis.</p>
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<p>Results of PLS-SEM. Own development and adaptation. External model: external saturations; internal model: total effects; constructs: CR composite reliability. ATT = Attitude; INT = Intention for truffle consumption; PBC = Perceived Behavioral control; SGAC = Specific Gastronomic Curiosity; SN = Subjective.</p>
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15 pages, 1753 KiB  
Article
Odour Fingerprints of Black (Tuber mesentericum) and Bianchetto (Tuber borchii) Truffles from Different Areas of the Campania Region
by Andrea Balivo, Enrica De Falco, Luca Branca, Michele Caputo, Raffaele Sacchi and Alessandro Genovese
Horticulturae 2024, 10(6), 557; https://doi.org/10.3390/horticulturae10060557 - 25 May 2024
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Abstract
In this study, E-nose and SPME-GC/MS were applied to compare the odour patterns and volatile compounds of two truffle species harvested in different areas of Campania (Southern Italy). In total, 107 Tuber mesentericum (black truffle) and 60 Tuber borchii (bianchetto truffle) truffles were [...] Read more.
In this study, E-nose and SPME-GC/MS were applied to compare the odour patterns and volatile compounds of two truffle species harvested in different areas of Campania (Southern Italy). In total, 107 Tuber mesentericum (black truffle) and 60 Tuber borchii (bianchetto truffle) truffles were sampled in areas of Avellino, Salerno, Benevento, and Caserta. The E-nose correctly discriminated between Tuber mesentericum and Tuber borchii truffles. The GC/MS analysis revealed qualitative-quantitative differences between Tuber mesentericum and Tuber borchii, with a prevalence of volatile phenols and aromatic compounds for the black truffle, which are responsible for smoky and floral aromas, and ketones, alcohols, aldehydes, and thiophene derivatives for the bianchetto truffle, mostly responsible for earthy mushroom- and garlic-like aromas. The discriminant analysis performed on the E-nose data pattern provided an average correct classification between 55 and 60% for the same species collected in different sites. Tuber borchii truffles were better discriminated based on the harvesting altitude (hilly and coastal areas). GC/MS revealed quantitative differences in the volatile compounds of truffles of the same species collected in different areas, with variations in abundance based on the harvesting site. The distinctive profile of volatile compounds could represent a useful chemical marker to be investigated to authenticate the truffle harvesting area. Full article
(This article belongs to the Section Postharvest Biology, Quality, Safety, and Technology)
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Graphical abstract

Graphical abstract
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<p>Correlation plot obtained from Principal Component Analysis carried out on the data pattern constructed from the 45–55 s sensor responses of the E-nose on the 107 samples of <span class="html-italic">T. mesentericum</span> and 60 samples of <span class="html-italic">T. borchii</span>.</p>
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<p>Relative quantities of chemical classes of volatile compounds quantified in the headspace of <span class="html-italic">Tuber borchii</span> and <span class="html-italic">Tuber mesentericum</span>.</p>
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<p>Heatmap of significantly different (<span class="html-italic">p</span> &lt; 0.05) volatile compounds of <span class="html-italic">T. borchii</span> and <span class="html-italic">T. mesentericum</span> samples. Volatile compounds were plotted on the Y axis, while the X axis had the samples. Results are displayed as negative (−1) to positive (+1) correlation of the volatile compounds in the permuted matrix for the respective truffle samples.</p>
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<p>Heatmap of significantly different (<span class="html-italic">p</span> &lt; 0.05) volatile compounds of <span class="html-italic">T. borchii</span> samples harvested in different areas of Caserta and Salerno provinces of Campania region. Volatile compounds were plotted on the Y axis, while the X axis had the samples. Results are displayed as negative (−1) to positive (+1) correlation of the volatile compounds in the permuted matrix for the respective samples.</p>
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<p>Heatmap of significantly different (<span class="html-italic">p</span> &lt; 0.05) volatile compounds of <span class="html-italic">T. mesentericum</span> samples harvested in different areas of Campania region. Volatile compounds were plotted on the Y axis, while the X axis had the samples. Results are displayed as negative (−1) to positive (+1) correlation of the volatile compounds in the permuted matrix for the respective samples.</p>
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