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Authors = Georgios Georgiadis ORCID = 0000-0002-5506-033X

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11 pages, 652 KiB  
Article
Circulating Beta-Defensin 2 Levels Correlate with Conventional Inflammatory Markers in Infection-Free Individuals with Overweight and Obesity: An Exploratory Study
by Theocharis Koufakis, Dimitrios Kouroupis, Georgios Dimakopoulos, Theofylaktos Georgiadis, Areti Kourti, Paraskevi Karalazou, Katerina Thisiadou, Panagiotis Doukelis, Ioanna Zografou, Dimitrios Patoulias, Djordje S. Popovic, Athina Pyrpasopoulou, Evangelos Fousteris, Georgia Argyrakopoulou, Alexander Kokkinos, Olga Giouleme, Kalliopi Kotsa, Michael Doumas and Kali Makedou
Biomedicines 2025, 13(8), 1800; https://doi.org/10.3390/biomedicines13081800 - 23 Jul 2025
Viewed by 340
Abstract
Background/Objectives: The role of intestinal dysbiosis as an important driver of inflammation in metabolic disorders is becoming increasingly evident. Beta-defensin 2 is an antimicrobial peptide that contributes to innate immunity, while recently it has been suggested as a novel biomarker of gut [...] Read more.
Background/Objectives: The role of intestinal dysbiosis as an important driver of inflammation in metabolic disorders is becoming increasingly evident. Beta-defensin 2 is an antimicrobial peptide that contributes to innate immunity, while recently it has been suggested as a novel biomarker of gut dysbiosis. However, its role in obesity remains unexplored. This study aimed to compare circulating beta-defensin 2 levels between individuals with overweight and obesity and lean controls. An additional objective was to explore potential correlations between beta-defensin 2 and other inflammatory markers in this population. Methods: The study population consisted of 81 participants (61.7% females) divided into obesity (n = 27), overweight (n = 34), and normal body mass index (n = 20) groups. All participants were free of infection and diabetes mellitus. Beta-defensin 2, interleukin-6, presepsin, high-sensitivity C-reactive protein (hs-CRP), and ferritin were evaluated in the study groups. Results: We did not find significant differences in beta-defensin 2 levels between the groups (p = 0.936). In contrast, hs-CRP levels were higher in people with obesity compared to the sum of participants in the overweight and control groups (p = 0.044), after adjusting for the effects of age, sex, smoking, and vitamin D status. Furthermore, a positive correlation was established between beta-defensin 2 and presepsin values (p = 0.012). Conclusions: The results of the present study demonstrate that obesity is characterized by an aggravation of inflammation, as expressed by elevated hs-CRP levels. Although the study design cannot prove causal relationships, our findings also suggest that beta-defensin 2 levels correlate with the magnitude of systemic inflammation in infection-free individuals living with obesity. The value of the combined evaluation of different biomarkers in obesity-related outcomes warrants further investigation by larger studies. Full article
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28 pages, 840 KiB  
Perspective
Decarbonizing the Industry Sector: Current Status and Future Opportunities of Energy-Aware Production Scheduling
by Georgios P. Georgiadis, Christos N. Dimitriadis and Michael C. Georgiadis
Processes 2025, 13(6), 1941; https://doi.org/10.3390/pr13061941 - 19 Jun 2025
Viewed by 610
Abstract
As industries come under growing pressure to minimize carbon emissions without compromising the efficiency of operations, the integration of energy-aware production scheduling with emerging energy markets, renewable energy, and policy mechanisms is critical. This paper identifies critical shortcomings in current academic and industrial [...] Read more.
As industries come under growing pressure to minimize carbon emissions without compromising the efficiency of operations, the integration of energy-aware production scheduling with emerging energy markets, renewable energy, and policy mechanisms is critical. This paper identifies critical shortcomings in current academic and industrial approaches—namely, an excessive reliance on deterministic assumptions, a limited focus on dynamic operational realities, and the underutilization of regulatory mechanisms such as carbon trading. We advocate for a paradigm shift to more robust, adaptable, and policy-compliant scheduling systems that provide space for on-site renewable generation, battery energy storage systems (BESSs), demand-response measures, and real-time electricity pricing schemes like time-of-use (TOU) and real-time pricing (RTP). By integrating recent advances and their critical analysis of limitations, we map out a future research agenda for the integration of uncertainty modeling, machine learning, and multi-level optimization with policy compliance. In this paper, we propose the need for joint efforts from researchers, industries, and policymakers to collectively develop industrial scheduling systems that are both technically efficient and adherent to sustainability and regulatory requirements. Full article
(This article belongs to the Section Energy Systems)
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6 pages, 2392 KiB  
Proceeding Paper
Woody Species Dynamics in the Priority Habitat 91E0* in Nestos, Greece
by Evangelia Korakaki, Panagiotis P. Koulelis, Alexandra D. Solomou, Evangelia V. Avramidou, Georgios Karetsos, Georgios Mantakas, Konstantinos Kaoukis, Christos Georgiadis and Nikolaos Chatzipavlis
Proceedings 2025, 117(1), 28; https://doi.org/10.3390/proceedings2025117028 - 20 May 2025
Viewed by 325
Abstract
Tree species composition, stand structure, and growth dynamics were evaluated within the priority habitat 91E0* (alluvial forests with Alnus glutinosa (L.) Gaertn., and Fraxinus excelsior L.) in the Nestos region of northeastern Greece. This study aimed to understand the ecological dynamics of this [...] Read more.
Tree species composition, stand structure, and growth dynamics were evaluated within the priority habitat 91E0* (alluvial forests with Alnus glutinosa (L.) Gaertn., and Fraxinus excelsior L.) in the Nestos region of northeastern Greece. This study aimed to understand the ecological dynamics of this unique habitat and to properly plan restoration actions. Measurements were conducted in May and July 2023 across 14 plots distributed randomly along both banks of the Nestos River (east and west). A total of 667 trees with a DBH ≥ 2.5 cm were recorded, representing 13 species and 10 families. Tree densities ranged from 14 to 541 stems ha−1, and the average basal area was 8.77 m2 ha−1. Both density and basal area significantly differed between the two riverbanks. Our results indicate that Alnus glutinosa dominates in the alluvial forest, forming more resilient communities with Populus alba L., Populus nigra L., and Salix alba L. However, Fraxinus angustifolia Vahl was not as prevalent as expected. These findings highlight the need for conservation actions and draw attention to the threats facing the alluvial forest. Full article
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10 pages, 1082 KiB  
Article
Obesity, but Not Overweight, Is Associated with Increased Presepsin Levels in Infection-Free Individuals: An Exploratory Study
by Theocharis Koufakis, Dimitrios Kouroupis, Georgios Dimakopoulos, Theofylaktos Georgiadis, Areti Kourti, Panagiotis Doukelis, Ioanna Zografou, Dimitrios Patoulias, Djordje S. Popovic, Athina Pyrpasopoulou, Luca Busetto, Alexander Kokkinos, Vasilios Tsimihodimos, Kalliopi Kotsa, Michael Doumas and Kali Makedou
Biomedicines 2025, 13(3), 701; https://doi.org/10.3390/biomedicines13030701 - 12 Mar 2025
Cited by 2 | Viewed by 878
Abstract
Background/Objectives: Intestinal dysbiosis and systemic inflammation are involved in the pathophysiology of obesity and its complications. Presepsin is a recently discovered inflammation marker, being the soluble form of the bacterial lipopolysaccharide (LPS) receptor. Due to the imbalance of the gut flora and [...] Read more.
Background/Objectives: Intestinal dysbiosis and systemic inflammation are involved in the pathophysiology of obesity and its complications. Presepsin is a recently discovered inflammation marker, being the soluble form of the bacterial lipopolysaccharide (LPS) receptor. Due to the imbalance of the gut flora and subsequent disruption of the intestinal barrier, circulating LPS levels have been found to be elevated in patients with metabolic diseases, even in the absence of infection. However, to date, no studies have evaluated whether obesity is associated with elevated presepsin levels. Methods: The present study included 81 participants (61.7% women, 27 with obesity, 34 with overweight, and 20 controls with normal body mass index), all free of infection and diabetes mellitus. Presepsin was measured in serum by ELISA, and its concentrations were compared between the groups. Results: The obesity group had higher presepsin levels compared to controls (8.09 vs. 4.45 ng/mL, p = 0.06). When participants with a history of cardiovascular disease were excluded from the analysis and adjusting for multiple confounders through a regression model, the obesity group had higher presepsin values than the overweight and control groups (5.84 vs. 3.32 ng/mL, p = 0.016). In contrast, the overweight group had lower concentrations than both the obesity group (p = 0.005) and the controls (p = 0.031). We did not find an association between presepsin and 25-hydroxy vitamin D levels (p = 0.368). Conclusions: Although the cross-sectional character of the study cannot demonstrate causal relationships, the results could potentially suggest that systemic inflammation is implicated in the pathogenesis of obesity through the disruption of the intestinal barrier. However, the findings should only be seen as hypothesis-generating. The reduction in presepsin in the overweight state is an interesting finding that deserves further investigation. Full article
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1 pages, 171 KiB  
Correction
Correction: Boulaka et al. Genoprotective Properties and Metabolites of β-Glucan-Rich Edible Mushrooms Following Their In Vitro Fermentation by Human Faecal Microbiota. Molecules 2020, 25, 3554
by Athina Boulaka, Paris Christodoulou, Marigoula Vlassopoulou, Georgios Koutrotsios, Georgios Bekiaris, Georgios I. Zervakis, Evdokia K. Mitsou, Georgia Saxami, Adamantini Kyriacou, Maria Zervou, Panagiotis Georgiadis and Vasiliki Pletsa
Molecules 2023, 28(14), 5337; https://doi.org/10.3390/molecules28145337 - 11 Jul 2023
Viewed by 859
Abstract
The authors wish to add the following information to the Authors and Affiliation section of our paper published in Molecules [...] Full article
24 pages, 2323 KiB  
Article
Food Production Scheduling: A Thorough Comparative Study between Optimization and Rule-Based Approaches
by Maria E. Samouilidou, Georgios P. Georgiadis and Michael C. Georgiadis
Processes 2023, 11(7), 1950; https://doi.org/10.3390/pr11071950 - 27 Jun 2023
Cited by 2 | Viewed by 4141
Abstract
This work addresses the lot-sizing and production scheduling problem of multi-stage multi-product food industrial facilities. More specifically, the production scheduling problem of the semi-continuous yogurt production process, for two large-scale Greek dairy industries, is considered. Production scheduling decisions are made using two approaches: [...] Read more.
This work addresses the lot-sizing and production scheduling problem of multi-stage multi-product food industrial facilities. More specifically, the production scheduling problem of the semi-continuous yogurt production process, for two large-scale Greek dairy industries, is considered. Production scheduling decisions are made using two approaches: (i) an optimization approach and (ii) a rule-based approach, which are followed by a comparative study. An MILP model is applied for the optimization of short-term production scheduling of the two industries. Then, the same problems are solved using the commercial scheduling tool ScheduleProTM, which derives scheduling decisions using simulation-based techniques and empirical rules. It is concluded that both methods, despite having their advantages and disadvantages, are suitable for addressing complex food industrial scheduling problems. The optimization-based approach leads to better results in terms of operating cost reduction. On the other hand, the complexity of the problem and the experience of production engineers and plant operators can significantly impact the quality of the obtained solutions for the rule-based approach. Full article
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23 pages, 3408 KiB  
Article
A Route Choice Model for the Investigation of Drivers’ Willingness to Choose a Flyover Motorway in Greece
by Ioannis Politis, Georgios Georgiadis, Aristomenis Kopsacheilis, Anastasia Nikolaidou, Chrysanthi Sfyri and Socrates Basbas
Sustainability 2023, 15(5), 4614; https://doi.org/10.3390/su15054614 - 4 Mar 2023
Cited by 4 | Viewed by 3411
Abstract
The constant evolution of many urban areas ultimately reaches a point where the current infrastructure cannot further serve the needs of citizens. In the case of transport networks, congested roads, increased delay, and low level of service are among the indicators of a [...] Read more.
The constant evolution of many urban areas ultimately reaches a point where the current infrastructure cannot further serve the needs of citizens. In the case of transport networks, congested roads, increased delay, and low level of service are among the indicators of a need for road infrastructure upgrade. Thessaloniki is the second-largest city in Greece with a population of over 1 million inhabitants in its metropolitan area. Currently, a significant share of the city’s traffic demand is served via its ring road, whose capacity is set to be enhanced through the construction of a flyover highway with the simultaneous upgrade of the existing ring road. The current study aims at investigating the key factors determining the final route choice of drivers between the two road axes. To that end, data from a combined revealed and stated preference survey targeting car drivers were collected, which were later exploited as the basis for the development of binary route choice regression and machine learning models. The results reveal that drivers’ choice is affected by criteria such as total travel time, the probability of accident occurrence, and closure time due to accident. The results of this paper could prove beneficial to transport researchers in forecasting drivers’ behavior in terms of route choice and to practitioners during the planning phase of similar infrastructure projects. Full article
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24 pages, 4343 KiB  
Article
In Vitro Fermentation of Pleurotus eryngii Mushrooms by Human Fecal Microbiota: Metataxonomic Analysis and Metabolomic Profiling of Fermentation Products
by Paris Christodoulou, Marigoula Vlassopoulou, Maria Zervou, Evangelos Xanthakos, Panagiotis Moulos, Georgios Koutrotsios, Georgios I. Zervakis, Evangelia N. Kerezoudi, Evdokia K. Mitsou, Georgia Saxami, Adamantini Kyriacou, Vasiliki Pletsa and Panagiotis Georgiadis
J. Fungi 2023, 9(1), 128; https://doi.org/10.3390/jof9010128 - 16 Jan 2023
Cited by 8 | Viewed by 4786
Abstract
Edible mushrooms contain biologically active compounds with antioxidant, antimicrobial, immunomodulatory and anticancer properties. The link between their anticancer and immunomodulatory properties with their possible prebiotic activity on gut micro-organisms has been the subject of intense research over the last decade. Lyophilized Pleurotus eryngii [...] Read more.
Edible mushrooms contain biologically active compounds with antioxidant, antimicrobial, immunomodulatory and anticancer properties. The link between their anticancer and immunomodulatory properties with their possible prebiotic activity on gut micro-organisms has been the subject of intense research over the last decade. Lyophilized Pleurotus eryngii (PE) mushrooms, selected due to their strong lactogenic effect and anti-genotoxic, immunomodulatory properties, underwent in vitro static batch fermentation for 24 h by fecal microbiota from eight elderly apparently healthy volunteers (>65 years old). The fermentation-induced changes in fecal microbiota communities were examined using Next Generation Sequencing of the hypervariable regions of the 16S rRNA gene. Primary processing and analysis were conducted using the Ion Reporter Suite. Changes in the global metabolic profile were assessed by 1H NMR spectroscopy, and metabolites were assigned by 2D NMR spectroscopy and the MetaboMiner platform. PLS-DA analysis of both metataxonomic and metabolomic data showed a significant cluster separation of PE fermented samples relative to controls. DEseq2 analysis showed that the abundance of families such as Lactobacillaceae and Bifidobacteriaceae were increased in PE samples. Accordingly, in metabolomics, more than twenty metabolites including SCFAs, essential amino acids, and neurotransmitters discriminate PE samples from the respective controls, further validating the metataxonomic findings. Full article
(This article belongs to the Special Issue New Perspectives on Fungal Molecular Biology Research)
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14 pages, 2594 KiB  
Article
Public Perceptions of the Socioeconomic Importance of Urban Green Areas in the Era of COVID-19: A Case Study of a Nationwide Survey in Greece
by Antonios Kolimenakis, Alexandra D. Solomou, Nikolaos Proutsos, Evangelia V. Avramidou, Evangelia Korakaki, Georgios Karetsos, Aimilia B. Kontogianni, Konstantinos Kontos, Christos Georgiadis, Georgios Maroulis, Eleftherios Papagiannis, Konstantinos Lagouvardos and Konstantinia Tsagkari
Land 2022, 11(12), 2290; https://doi.org/10.3390/land11122290 - 13 Dec 2022
Cited by 14 | Viewed by 2984
Abstract
Considering the emerging challenges posed by the spread of COVID-19, this study was designed to evaluate citizens’ perceptions of the role of urban green areas in the era of COVID-19 in Greece. The evaluation was based on the implementation of an electronic questionnaire [...] Read more.
Considering the emerging challenges posed by the spread of COVID-19, this study was designed to evaluate citizens’ perceptions of the role of urban green areas in the era of COVID-19 in Greece. The evaluation was based on the implementation of an electronic questionnaire survey through the Google Forms platform, which was conducted nationwide. The survey was conducted in 2020 and 735 responses were collected in total based on 14 structured questions. Among the key findings of the study, of notable importance is that citizens considered urban green areas as an important means of improving public health, while citizens were willing to accept an increase of EUR1 to EUR20 in their municipal taxes for improving the services offered by the urban green areas. Results indicate that in a period of both climatic and public health crises, healthy and green urban environments can play a seminal role for alleviating and mitigating different challenges and impacts, while at the same time ensuring sustainability of urban ecosystems. A certain necessity arises for investigating the socioeconomic importance of urban green areas both from an ecosystemic and public health perspective considering the novel challenges of COVID-19 to public policy and decision making. Full article
(This article belongs to the Special Issue Recent Progress in Urban Forest Planning and Monitoring)
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16 pages, 957 KiB  
Article
The Role of Personal Identity Attributes in Transport Mode Choice: The Case Study of Thessaloniki, Greece
by Nikoleta Senikidou, Socrates Basbas, Georgios Georgiadis and Tiziana Campisi
Soc. Sci. 2022, 11(12), 564; https://doi.org/10.3390/socsci11120564 - 1 Dec 2022
Cited by 13 | Viewed by 2998
Abstract
People make numerous trips every day for a variety of purposes. Transport mode choice directly impacts travel time, congestion, and environmental conditions. It also depends on various economic, social, environmental, and personal related factors. This paper investigates the association between identity characteristics and [...] Read more.
People make numerous trips every day for a variety of purposes. Transport mode choice directly impacts travel time, congestion, and environmental conditions. It also depends on various economic, social, environmental, and personal related factors. This paper investigates the association between identity characteristics and transport mode choices in Thessaloniki, Greece. A customized questionnaire survey was carried out with 506 individuals in 2019 to collect data on nine self-declared personal statuses (affiliation with environment, place of residence, career, companionship, etc.) and trip frequencies of all available transport options in Thessaloniki. We ran latent class analyses to uncover three identity clusters. The Active individuals prefer public transport over private car, and they are mostly young, sporty, and with low incomes. Additionally, the Family-Oriented individuals are comparatively older, and they have greater access to private cars and higher incomes, while the Typical Urban population exhibits a slightly higher use of cars and public transport than the Active one. Trips on foot and by car (as passengers) are equally preferred by all latent classes’ populations. Our findings highlight the role of individuals’ identities in the development of travel behavior and may assist with the design of targeted policies and marketing strategies, which will facilitate sustainable urban mobility behaviors. Full article
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23 pages, 983 KiB  
Article
The Anticipated Use of Public Transport in the Post-Pandemic Era: Insights from an Academic Community in Thessaloniki, Greece
by Despoina Tsavdari, Vasileia Klimi, Georgios Georgiadis, Grigorios Fountas and Socrates Basbas
Soc. Sci. 2022, 11(9), 400; https://doi.org/10.3390/socsci11090400 - 3 Sep 2022
Cited by 25 | Viewed by 4294
Abstract
This paper investigates how the travel behavior relating to Public Transport (PT) changed during the COVID-19 pandemic, and which are the expectations about the extent of PT use post-pandemic. A revealed preferences questionnaire survey was distributed within an academic community in the city [...] Read more.
This paper investigates how the travel behavior relating to Public Transport (PT) changed during the COVID-19 pandemic, and which are the expectations about the extent of PT use post-pandemic. A revealed preferences questionnaire survey was distributed within an academic community in the city of Thessaloniki, Greece. To understand the factors potentially determining the future PT use, hierarchical ordered probit and bivariate ordered probit models were estimated. Results showed that the frequent PT users reduced by almost 75% during the pandemic. More than 29% of the local academic community members are reluctant to resume PT use at pre-pandemic levels. Non-captive users, teleworkers and those being unsatisfied with cleanliness and safety are less willing to travelling by PT post-pandemic. Female and under-stress passengers were found to particularly appreciate the use of facemasks and the increased service frequencies as post-pandemic policy measures. The study findings can inform the recovery strategies of transport authorities in order to retain the PT ridership at levels that will not threat the long-term viability of service provision. Future research may complement these findings by examining other population segments, such as the commuters and the elderly, under more advanced modelling techniques to account for additional unobserved behavioral patterns. Full article
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15 pages, 6005 KiB  
Article
Renoprotective Effect of Vardenafil and Avanafil in Contrast-Induced Nephropathy: Emerging Evidence from an Animal Model
by Ioannis-Erineos Zisis, Georgios Georgiadis, Anca Oana Docea, Daniela Calina, Liliana Cercelaru, John Tsiaoussis, Georgios Lazopoulos, Nikolaos Sofikitis, Aristidis Tsatsakis and Charalampos Mamoulakis
J. Pers. Med. 2022, 12(5), 670; https://doi.org/10.3390/jpm12050670 - 22 Apr 2022
Cited by 9 | Viewed by 2876
Abstract
The potential renoprotective effects of vardenafil (VAR) have been evaluated in a very limited number of studies using acute kidney injury animal models other than contrast-induced nephropathy (CIN) with promising results, while avanafil (AVA) has not been evaluated in this respect before. The [...] Read more.
The potential renoprotective effects of vardenafil (VAR) have been evaluated in a very limited number of studies using acute kidney injury animal models other than contrast-induced nephropathy (CIN) with promising results, while avanafil (AVA) has not been evaluated in this respect before. The purpose of this study was to evaluate for the first time the potential renoprotective effect of VAR and AVA in a rat model of CIN. Twenty-five male Wistar rats were equally assigned into five groups: control, CIN, CIN+N-acetyl cysteine (NAC) (100 mg/kg/day) as a positive control, CIN+VAR (10 mg/kg/day) and CIN+AVA (50 mg/kg/day). CIN was induced by dehydration, inhibition of prostaglandin and nitric oxide synthesis as well as exposure to the contrast medium (CM). Serum Cr (sCr) levels were measured at 24 and 48 h after CIN induction. At 48 h of CM exposure, animals were sacrificed. Matrix metalloproteinase (MMP) 2 (MMP-2) and MMP-9, kidney injury molecule 1 (KIM-1) and cystatin-C (Cys-C) were measured on renal tissue. Histopathological findings were evaluated on kidney tissue. All treatment groups had close to normal kidney appearance. sCr levels subsided in all treatment groups compared to CIN group at 48 h following CIN induction. A significant decline in the levels of MMP-2, MMP-9, KIM-1 and Cys-C compared to CIN group was observed. These results provide emerging evidence that VAR and AVA may have the potential to prevent CIN. Full article
(This article belongs to the Special Issue Personalized Medicine in Kidney Disease)
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18 pages, 16488 KiB  
Article
Immunomodulating Activity of Pleurotus eryngii Mushrooms Following Their In Vitro Fermentation by Human Fecal Microbiota
by Marigoula Vlassopoulou, Nikolaos Paschalidis, Alexandros L. Savvides, Georgia Saxami, Evdokia K. Mitsou, Evangelia N. Kerezoudi, Georgios Koutrotsios, Georgios I. Zervakis, Panagiotis Georgiadis, Adamantini Kyriacou and Vasiliki Pletsa
J. Fungi 2022, 8(4), 329; https://doi.org/10.3390/jof8040329 - 22 Mar 2022
Cited by 17 | Viewed by 3917
Abstract
Recent studies have revealed the crucial role of several edible mushrooms and fungal compounds, mainly polysaccharides, in human health and disease. The investigation of the immunomodulating effects of mushroom polysaccharides, especially β-glucans, and the link between their anticancer and immunomodulatory properties with their [...] Read more.
Recent studies have revealed the crucial role of several edible mushrooms and fungal compounds, mainly polysaccharides, in human health and disease. The investigation of the immunomodulating effects of mushroom polysaccharides, especially β-glucans, and the link between their anticancer and immunomodulatory properties with their possible prebiotic activity on gut micro-organisms has been the subject of intense research over the last decade. We investigated the immunomodulating effects of Pleurotus eryngii mushrooms, selected due to their high β-glucan content, strong lactogenic effect, and potent geno-protective properties, following in vitro fermentation by fecal inocula from healthy elderly volunteers (>60 years old). The immunomodulating properties of the fermentation supernatants (FSs) were initially investigated in U937-derived human macrophages. Gene expression as well as pro- (TNF-α, IL-1β) and anti-inflammatory cytokines (IL-10, IL-1Rα) were assessed and correlated with the fermentation process. The presence of P. eryngii in the fermentation process led to modifications in immune response, as indicated by the altered gene expression and levels of the cytokines examined, a finding consistent for all volunteers. The FSs immunomodulating effect on the volunteers’ peripheral blood mononuclear cells (PBMCs) was verified through the use of cytometry by time of flight (CyTOF) analysis. Full article
(This article belongs to the Special Issue Edible Mushrooms)
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19 pages, 5389 KiB  
Article
Capturing Twitter Negativity Pre- vs. Mid-COVID-19 Pandemic: An LDA Application on London Public Transport System
by Ioannis Politis, Georgios Georgiadis, Aristomenis Kopsacheilis, Anastasia Nikolaidou and Panagiotis Papaioannou
Sustainability 2021, 13(23), 13356; https://doi.org/10.3390/su132313356 - 2 Dec 2021
Cited by 12 | Viewed by 3159
Abstract
The coronavirus pandemic has affected everyday life to a significant degree. The transport sector is no exception, with mobility restrictions and social distancing affecting the operation of transport systems. This research attempts to examine the effect of the pandemic on the users of [...] Read more.
The coronavirus pandemic has affected everyday life to a significant degree. The transport sector is no exception, with mobility restrictions and social distancing affecting the operation of transport systems. This research attempts to examine the effect of the pandemic on the users of the public transport system of London through analyzing tweets before (2019) and during (2020) the outbreak. For the needs of the research, we initially assess the sentiment expressed by users using the SentiStrength tool. In total, almost 250,000 tweets were collected and analyzed, equally distributed between the two years. Afterward, by examining the word clouds of the tweets expressing negative sentiment and by applying the latent Dirichlet allocation method, we investigate the most prevalent topics in both analysis periods. Results indicate an increase in negative sentiment on dates when stricter restrictions against the pandemic were imposed. Furthermore, topic analysis results highlight that although users focused on the operational conditions of the public transport network during the pre-pandemic period, they tend to refer more to the effect of the pandemic on public transport during the outbreak. Additionally, according to correlations between ridership data and the frequency of pandemic-related terms, we found that during 2020, public transport demand was decreased while tweets with negative sentiment were being increased at the same time. Full article
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20 pages, 4342 KiB  
Article
Public Transportation Network Design and Frequency Setting: Pareto Optimality through Alternating-Objective Genetic Algorithms
by Theocharis Vlachopanagiotis, Konstandinos Grizos, Georgios Georgiadis and Ioannis Politis
Future Transp. 2021, 1(2), 248-267; https://doi.org/10.3390/futuretransp1020015 - 2 Aug 2021
Cited by 5 | Viewed by 4004
Abstract
The transportation network design and frequency setting problem concerns the optimization of transportation systems comprising fleets of vehicles serving a set amount of passengers on a predetermined network (e.g., public transport systems). It has been a persistent focus of the transportation planning community [...] Read more.
The transportation network design and frequency setting problem concerns the optimization of transportation systems comprising fleets of vehicles serving a set amount of passengers on a predetermined network (e.g., public transport systems). It has been a persistent focus of the transportation planning community while, its NP-hard nature continues to present obstacles in designing efficient, all-encompassing solutions. In this paper, we present a new approach based on an alternating-objective genetic algorithm that aims to find Pareto optimality between user and operator costs. Extensive computational experiments are performed on Mandl’s benchmark test and prove that the results generated by our algorithm are 5–6% improved in comparison to previously published results for Pareto optimality objectives both in regard to user and operator costs. At the same time, the methods presented are computationally inexpensive and easily run on office equipment, thus minimizing the need for expensive server infrastructure and costs. Additionally, we identify a wide variance in the way that similar computational results are reported and, propose a novel way of reporting benchmark results that facilitates comparisons between methods and enables a taxonomy of heuristic approaches to be created. Thus, this paper aims to provide an efficient, easily applicable method for finding Pareto optimality in transportation networks while highlighting specific limitations of existing research both in regards to the methods used and the way they are communicated. Full article
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