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27 pages, 720 KiB  
Article
Social Representations of Animal Health and Welfare in Rural Colombia: Implications for Sustainable Livestock Farming
by Sergio Falla-Tapias, Willian Sierra-Barón, Erika López-Santamaria, Daniela Botero-Aldana and William Burgos-Paz
Sustainability 2025, 17(11), 5168; https://doi.org/10.3390/su17115168 - 4 Jun 2025
Viewed by 9
Abstract
Animal health strategies in rural Colombia face significant challenges due to a gap between institutional technical approaches and the sociocultural contexts of local communities. This study examines the social representations of animal health and welfare among small- and medium-scale livestock producers in rural [...] Read more.
Animal health strategies in rural Colombia face significant challenges due to a gap between institutional technical approaches and the sociocultural contexts of local communities. This study examines the social representations of animal health and welfare among small- and medium-scale livestock producers in rural Huila. Through a qualitative methodology, semi-structured interviews were applied and focus groups were conducted in different municipalities with the objective of contrasting and enriching the findings obtained in the interviews. In total, the perceptions, knowledge, and practices of 263 small and medium livestock producers from 23 municipalities in Huila were explored with respect to animal vaccination campaigns and healthcare in rural settings. Findings indicate that health management is shaped not only by technical protocols but also by cultural values, collective imaginaries, and symbolic relationships with animals. Representations of animal welfare are diverse—ranging from emotional and economic to preventive and communal perspectives—and often diverge from scientific–technological frameworks. These differences influence the level of community adherence to national animal health programs. The study highlights the limitations of top–down approaches and underscores the need to incorporate local knowledge and practices into policy design. It concludes that promoting sustainable livestock farming requires acknowledging these varied representations, fostering intercultural dialogue, and adopting a territorial approach to integrated health. Recognising the sociocultural dimensions of animal care is essential for developing effective, inclusive, and context-sensitive animal health strategies. Full article
(This article belongs to the Special Issue Sustainability of Rural Areas and Agriculture under Uncertainties)
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20 pages, 2106 KiB  
Review
Unseen Drivers of Antimicrobial Resistance: The Role of Industrial Agriculture and Climate Change in This Global Health Crisis
by Madeline E. Graham, Brenda A. Wilson, Davendra Ramkumar, Holly Rosencranz and Japhia Ramkumar
Challenges 2025, 16(2), 22; https://doi.org/10.3390/challe16020022 - 21 Apr 2025
Viewed by 700
Abstract
Antimicrobial resistance (AMR) is an urgent global health threat with many anthropogenic drivers outside of healthcare. The impacts of modern agriculture on human health are manifold, from the food systems and dietary patterns they support to the less apparent effects of environmental stresses [...] Read more.
Antimicrobial resistance (AMR) is an urgent global health threat with many anthropogenic drivers outside of healthcare. The impacts of modern agriculture on human health are manifold, from the food systems and dietary patterns they support to the less apparent effects of environmental stresses and biodiversity loss in ecosystems. Intensive practices, such as chemical fertilizers, pesticides, and herbicides, induce abiotic stresses that deplete biodiversity and drive AMR in soil and aquatic microbiomes. The overuse of antibiotics in livestock production is another major driver of AMR. Changes in weather patterns due to climate change have the potential to exacerbate these issues as warmer and wetter weather increases the potential for bacterial infection. While practices exist to address healthcare-associated drivers, the impact of agriculture and environmental destruction are not widely appreciated in healthcare and biomedical sciences. It is imperative that healthcare professionals and public health experts understand these connections to properly address the emergent issue of AMR. This review aims to summarize the current data on important agricultural and environmental drivers of AMR for educational purposes, to fill gaps in knowledge, and to improve current practices and stimulate further research. Full article
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21 pages, 2472 KiB  
Article
Genome Analysis of 6222 Bacterial Isolates from Livestock and Food Environments in Spain to Decipher the Antibiotic Resistome
by Marta Hernández, Álvaro Falcó-Prieto, Maria Ugarte-Ruiz, Pedro Miguela-Villoldo, Alain Ocampo-Sosa, David Abad, Marta Pérez-Sancho, Julio Álvarez, Rafael Dorighello Cadamuro, Mariana Alves Elois, Gislaine Fongaro, Alberto Quesada, Bruno González-Zorn, Lucas Domínguez, José M. Eiros and David Rodríguez-Lázaro
Antibiotics 2025, 14(3), 281; https://doi.org/10.3390/antibiotics14030281 - 8 Mar 2025
Viewed by 1300
Abstract
Background/Objectives: Antimicrobial resistance (AMR) poses a significant threat to global health and the economy, with projected costs ranging from $300 billion to $1 trillion annually and an estimated 10 million deaths per year by 2050. The food chain, from primary production to retail, [...] Read more.
Background/Objectives: Antimicrobial resistance (AMR) poses a significant threat to global health and the economy, with projected costs ranging from $300 billion to $1 trillion annually and an estimated 10 million deaths per year by 2050. The food chain, from primary production to retail, represents a critical entry point for antimicrobial resistant bacteria into communities. This underscores the need for a coordinated “One Health” approach, integrating efforts in animal production, environmental health, and human healthcare to address this global concern. This study aimed to characterize the global resistome in Spanish primary production by sequencing 6222 bacterial genomes from animal origin. Methods and Results: Whole genome sequencing was performed on bacterial isolates collected from various farms and analyzed using a validated bioinformatic pipeline. The analysis revealed a diverse range of bacterial species, with Enterobacteriaceae being the most prevalent family. Escherichia coli was the most common species, followed by Salmonella enterica and Pseudomonas aeruginosa. This study identified 1072 antimicrobial resistance genes coding for 43 different classes of resistance, potentially conferring resistance to 81 antimicrobials. Additionally, 79 different plasmid types were detected, highlighting the potential for horizontal gene transfer. Conclusions: The resistome analysis revealed genes conferring resistance to various antibiotic classes, as well as antiseptics, disinfectants, and efflux pump-mediated resistance. This comprehensive characterization of AMR genes circulating in bacteria from primary production provides crucial insights into the ecology of AMR in Spanish livestock. Full article
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24 pages, 2063 KiB  
Systematic Review
Global Dermatophyte Infections Linked to Human and Animal Health: A Scoping Review
by Aditya K. Gupta, Tong Wang, Susmita, Mesbah Talukder and Wayne L. Bakotic
Microorganisms 2025, 13(3), 575; https://doi.org/10.3390/microorganisms13030575 - 3 Mar 2025
Viewed by 1724
Abstract
Dermatophytes are commonly encountered pathogens in clinical practice causing superficial infections of the skin, hair, and nails. These pathogens are often found on animals such as livestock (e.g., cattle, rabbits) and pets (e.g., cats, hedgehogs) that can lead to spillover infections in human [...] Read more.
Dermatophytes are commonly encountered pathogens in clinical practice causing superficial infections of the skin, hair, and nails. These pathogens are often found on animals such as livestock (e.g., cattle, rabbits) and pets (e.g., cats, hedgehogs) that can lead to spillover infections in human populations. Here, we reviewed published reports (2009–2024) of dermatophyte infections in animals and in humans with a history of animal contact. A literature search was completed in October 2024 using PubMed, Embase (Ovid), and Web of Science (Core Collection), which identified 250 articles. Generally, dermatophytes tend to infect younger animals with long hair and exhibit a species-specific host range. Microsporum canis was the most commonly reported species—linked to cats—that can cause tinea capitis, especially concerning the development of kerion in children. Trichophyton verrucosum is strongly associated with cattle. The Trichophyton mentagrophytes complex shows a diverse range of animal hosts, with rabbits being most frequently reported; however, T. mentagrophytes var. erinacei is almost exclusively isolated from hedgehogs, and T. mentagrophytes var. benhamiae is more commonly found on rodents (e.g., guinea pigs). Lastly, the geophilic Nannizia gypsea has been isolated from both dogs and cats. Managing dermatophyte zoonoses is an ongoing challenge, as healthcare providers may empirically treat with corticosteroids or antibacterial agents due to its atypical inflammatory appearance. Evidence of in vitro resistance against griseofulvin and fluconazole has been documented in multiple zoonotic dermatophyte species. Resistance development against terbinafine and itraconazole is also a possibility, although the number of reports is scarce. Under the principles of the One Health approach, research on human fungal diseases should take animal and environmental factors into account. A renewed call for increased testing efforts is warranted. Full article
(This article belongs to the Special Issue Current Pattern in Epidemiology and Antifungal Resistance)
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13 pages, 1045 KiB  
Article
Growth-Inhibitory Effect of Chicken Egg Yolk Polyclonal Antibodies (IgY) on Zoonotic Pathogens Campylobacter jejuni, Salmonella spp. and Escherichia coli, In Vitro
by Paulina Czoska, Karolina Tarsalewska, Magdalena Ponichtera, Magda Rybicka, Natalia Sowa-Rogozinska, Hanna Sominka-Pierzchlewicz, Aleksandra Stodolna, Patrycja Ogonowska, Aleksandra Kosciuk, Renata Glosnicka and Krzysztof Piotr Bielawski
Int. J. Mol. Sci. 2025, 26(3), 1040; https://doi.org/10.3390/ijms26031040 - 25 Jan 2025
Viewed by 1444
Abstract
The overuse of antibiotics in animal husbandry has driven the search for alternative strategies to combat zoonotic pathogens. Foodborne zoonotic diseases caused by pathogenic bacteria pose a significant threat to human health, and therefore food safety should be a priority. This study investigates [...] Read more.
The overuse of antibiotics in animal husbandry has driven the search for alternative strategies to combat zoonotic pathogens. Foodborne zoonotic diseases caused by pathogenic bacteria pose a significant threat to human health, and therefore food safety should be a priority. This study investigates the in vitro inhibitory effects of chicken egg yolk immunoglobulin Y (IgY) on the growth and viability of three major foodborne pathogens: Campylobacter jejuni, Salmonella spp., and Escherichia coli. IgY was isolated from immunized hen egg yolks using a modified water dilution method, and its antigen-specificity confirmed through agglutination assays. Growth inhibition was evaluated across multiple doses and time points, revealing a dose-dependent bacteriostatic effect against all tested pathogens. A single dose of IgY (0.5 mg/mL) significantly reduced C. jejuni counts by up to 7 log, while repeated doses were required for Salmonella spp. and E. coli. These findings highlight egg yolk immunoglobulin’s potential as a source of sustainable, effective, ethical, readily available, and inexpensive antibiotic substitutes in livestock management. Future research will focus on validating these results in vivo and exploring large-scale production of IgY for practical application in animal healthcare. Full article
(This article belongs to the Section Molecular Microbiology)
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23 pages, 5424 KiB  
Article
Integrated Dairy Production and Cattle Healthcare Management Using Blockchain NFTs and Smart Contracts
by Saravanan Krishnan and Lakshmi Prabha Ganesan
Systems 2025, 13(1), 65; https://doi.org/10.3390/systems13010065 - 20 Jan 2025
Cited by 1 | Viewed by 1280
Abstract
Efficient cattle healthcare management is vital for ensuring productivity and welfare in dairy production, yet traditional record-keeping methods often lack transparency, security, and efficiency, leading to challenges in livestock product quality and healthcare. This study introduces a novel framework leveraging Zero Knowledge (ZK)-Rollups-enhanced [...] Read more.
Efficient cattle healthcare management is vital for ensuring productivity and welfare in dairy production, yet traditional record-keeping methods often lack transparency, security, and efficiency, leading to challenges in livestock product quality and healthcare. This study introduces a novel framework leveraging Zero Knowledge (ZK)-Rollups-enhanced Layer 2 blockchain and Non-Fungible Tokens (NFTs) to address these issues. NFTs serve as secure digital certificates for individual cattle health records, ensuring transparency and traceability. ZK-Rollups on the Layer 2 blockchain enhance scalability, privacy, and cost-efficiency, while smart contracts automate key processes such as veterinary scheduling, medication delivery, and insurance claims, minimizing administrative overhead. Performance evaluations reveal significant advancements, with transaction delays of 4.1 ms, throughput of 249.8 TPS, gas costs reduced to 26,499.76 Gwei, and a time-to-finality of 1.1 ms, achieved through ZK-SNARKs (ZK-Succinct Non-Interactive Arguments of Knowledge) integration. These results demonstrate the system’s potential to revolutionize cattle healthcare management by combining transparency, security, and operational efficiency. Full article
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21 pages, 351 KiB  
Review
Human and Veterinary Medicine Collaboration: Synergistic Approach to Address Antimicrobial Resistance Through the Lens of Planetary Health
by Olga Horvat and Zorana Kovačević
Antibiotics 2025, 14(1), 38; https://doi.org/10.3390/antibiotics14010038 - 6 Jan 2025
Cited by 2 | Viewed by 2057
Abstract
Antimicrobial resistance (AMR) represents a critical threat to human, animal, and environmental health, challenging global efforts to maintain sustainable ecosystems and public health systems. In this review, the complex, cross-disciplinary issues of AMR are explored within the framework of planetary health, emphasizing the [...] Read more.
Antimicrobial resistance (AMR) represents a critical threat to human, animal, and environmental health, challenging global efforts to maintain sustainable ecosystems and public health systems. In this review, the complex, cross-disciplinary issues of AMR are explored within the framework of planetary health, emphasizing the interconnectedness of human and veterinary medicine with broader environmental and social systems. Specifically, it addresses the social, economic, environmental, and health dimensions of AMR under the planetary health framework. The social aspects consider how public awareness, education, and healthcare practices shape antimicrobial use (AMU) and resistance patterns. The economic impact evaluates the cost burdens of AMR, including healthcare costs, loss of productivity, and the implications for the livestock and food production industries. The environmental dimension highlights the role of pharmaceutical waste, agricultural runoff, and industrial pollution in contributing to the spread of antimicrobials and resistant pathogens in ecosystems. To illustrate these challenges, a comprehensive literature review using the PubMed and Web of Science databases was conducted, identifying 91 relevant articles on planetary health and AMR. In this review, the knowledge from these studies and additional references is integrated to provide a holistic overview of the AMR crisis. By applying the four pillars of planetary health—social, economic, environmental, and health knowledge—in this manuscript, the necessity is underscored of collaborative strategies across human and veterinary medicine to combat AMR. Ultimately, this synergistic approach aims to shape the policies and practices that safeguard public health, protect ecosystems, and promote a sustainable future by implementing antimicrobial stewardship programs and encouraging prudent AMU. Full article
18 pages, 1360 KiB  
Article
Attitudes and Beliefs of Primary Care Physicians and Nurses in Spain Toward Vegan Diets
by Nuria Trujillo-Garrido, Eduardo Sánchez-Sánchez and María J. Santi-Cano
Nutrients 2024, 16(23), 3992; https://doi.org/10.3390/nu16233992 - 21 Nov 2024
Viewed by 1420
Abstract
Background: As dietary habits shift in response to environmental concerns and health awareness, understanding healthcare professionals’ perceptions of vegan diets is crucial. Objectives: This study aimed to identify the beliefs and attitudes of primary care doctors and nurses in Spain towards vegan diets. [...] Read more.
Background: As dietary habits shift in response to environmental concerns and health awareness, understanding healthcare professionals’ perceptions of vegan diets is crucial. Objectives: This study aimed to identify the beliefs and attitudes of primary care doctors and nurses in Spain towards vegan diets. Methods: A questionnaire-based, observational, cross-sectional study was conducted among 208 healthcare professionals. Results: 87% of participants followed an omnivorous diet, while only 3.4% identified as lacto-ovo-vegetarian (LOV) or vegan. Statistically significant differences were observed by sex, with women more likely to agree that livestock farming contributes to global warming (27.3% and 28.0% vs. 17.0% and 12.8%, respectively; p = 0.02). Additionally, women were more inclined to consider vegan diets suitable for vulnerable groups, such as pregnant women and children, when adequately supplemented (24.8% and 17.4% vs. 10.6% and 10.6%, respectively; p = 0.030). Healthcare professionals who followed a LOV or vegan diet were more likely to disagree with the notion that vegan diets do not provide the necessary macronutrients and micronutrients compared to omnivores (strongly disagree 19.9%, 56.3%, 85.7%; p = 0.001 for omnivores, flexitarians, and LOVs/vegans, respectively). Conclusions: Current nutrition training may not meet the needs of doctors and nurses. Furthermore, it is implied that some professionals’ attitudes towards vegan diets may be more influenced by personal beliefs than by scientific literature. These findings can inform future clinical guidelines and support a more evidence-based approach to dietary counselling for vegan populations. Full article
(This article belongs to the Special Issue Advances in Sustainable Healthy Diets)
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14 pages, 894 KiB  
Review
Optimizing Antibiotic Use: Addressing Resistance Through Effective Strategies and Health Policies
by Maurizio Capuozzo, Andrea Zovi, Roberto Langella, Alessandro Ottaiano, Marco Cascella, Manlio Scognamiglio and Francesco Ferrara
Antibiotics 2024, 13(12), 1112; https://doi.org/10.3390/antibiotics13121112 - 21 Nov 2024
Cited by 3 | Viewed by 2453
Abstract
Background: Antimicrobial resistance (AMR) has emerged as a significant challenge to public health, posing a considerable threat to effective disease management on a global scale. The increasing incidence of infections caused by resistant bacteria has led to heightened morbidity and mortality rates, particularly [...] Read more.
Background: Antimicrobial resistance (AMR) has emerged as a significant challenge to public health, posing a considerable threat to effective disease management on a global scale. The increasing incidence of infections caused by resistant bacteria has led to heightened morbidity and mortality rates, particularly among vulnerable populations. Main text: This review analyzes current strategies and health policies adopted in the European Union (EU) and Italy to manage AMR, presenting an in-depth examination of approaches for containment and mitigation. Factors such as excessive prescriptions, self-medication, and the misuse of antibiotics in livestock contribute to the selection and spread of resistant strains. Furthermore, this review provides a detailed overview of resistance mechanisms, including enzymatic inactivation, reduced permeability, efflux pump activity, and target site protection, with specific examples provided. The review underscores the urgent need to develop new antibiotics and implement diagnostic testing to ensure targeted prescriptions and effectively combat resistant infections. Current estimates indicate that AMR-related infections cause over 60,000 deaths annually in Europe and the United States, with projections suggesting a potential rise to 10 million deaths per year by 2050 if current trends are not reversed. The review also examines existing public health policies in Europe and Italy, focusing on national and regional strategies to combat AMR. These include promoting responsible antibiotic use, improving surveillance systems, and encouraging research and development of new therapeutic options. Conclusions: Finally, the review presents short- and long-term perspectives from the authors, suggesting actionable steps for policymakers and healthcare providers. Ultimately, a coordinated and multidisciplinary approach involving healthcare professionals, policymakers, and the public is essential to mitigate the impact of AMR and ensure the effectiveness of antibiotics for future generations. Full article
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16 pages, 1768 KiB  
Article
A Health Threat from Farm to Fork: Shiga Toxin-Producing Escherichia coli Co-Harboring blaNDM-1 and mcr-1 in Various Sources of the Food Supply Chain
by Ayesha Sarwar, Bilal Aslam, Muhammad Hidayat Rasool, Mounir M. Salem Bekhit and James Sasanya
Pathogens 2024, 13(8), 659; https://doi.org/10.3390/pathogens13080659 - 6 Aug 2024
Cited by 1 | Viewed by 1463
Abstract
The dissemination of resistant pathogens through food supply chains poses a significant public health risk, spanning from farm to fork. This study analyzed the distribution of Shiga toxin-producing Escherichia coli (STEC) across various sources within the animal-based food supply chain. A total of [...] Read more.
The dissemination of resistant pathogens through food supply chains poses a significant public health risk, spanning from farm to fork. This study analyzed the distribution of Shiga toxin-producing Escherichia coli (STEC) across various sources within the animal-based food supply chain. A total of 500 samples were collected from livestock, poultry, the environment, fisheries, and dairy. Standard microbiological procedures were employed to isolate and identify E. coli isolates, which were further confirmed using MALDI-TOF and virulence-associated genes (VAGs) such as stx1, stx2, ompT, hylF, iutA, fimH, and iss. The phenotypic resistance patterns of the isolates were determined using the disc diffusion method, followed by molecular identification of antibiotic resistance genes (ARGs) through PCR. STEC were subjected to PCR-based O typing using specific primers for different O types. Overall, 154 (30.5%) samples were confirmed as E. coli, of which 77 (50%) were multidrug-resistant (MDR) E. coli. Among these, 52 (67.53%) isolates exhibited an array of VAGs, and 21 (40.38%) were confirmed as STEC based on the presence of stx1 and stx2. Additionally, 12 out of 52 (23.07%) isolates were identified as non-O157 STEC co-harbouring mcr-1 and blaNDM-1. O26 STEC was found to be the most prevalent among the non-O157 types. The results suggest that the detection of STEC in food supply chains may lead to serious health consequences, particularly in developing countries with limited healthcare resources. Full article
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18 pages, 3074 KiB  
Review
Aerosol-Mediated Spread of Antibiotic Resistance Genes: Biomonitoring Indoor and Outdoor Environments
by Nazima Habibi, Saif Uddin, Montaha Behbehani, Abu Salim Mustafa, Wadha Al-Fouzan, Hanan A. Al-Sarawi, Hussain Safar, Fatemah Alatar and Rima M. Z. Al Sawan
Int. J. Environ. Res. Public Health 2024, 21(8), 983; https://doi.org/10.3390/ijerph21080983 - 27 Jul 2024
Cited by 1 | Viewed by 2700
Abstract
Antimicrobial resistance (AMR) has emerged as a conspicuous global public health threat. The World Health Organization (WHO) has launched the “One-Health” approach, which encourages the assessment of antibiotic resistance genes (ARGs) within an environment to constrain and alleviate the development of AMR. The [...] Read more.
Antimicrobial resistance (AMR) has emerged as a conspicuous global public health threat. The World Health Organization (WHO) has launched the “One-Health” approach, which encourages the assessment of antibiotic resistance genes (ARGs) within an environment to constrain and alleviate the development of AMR. The prolonged use and overuse of antibiotics in treating human and veterinary illnesses, and the inability of wastewater treatment plants to remove them have resulted in elevated concentrations of these metabolites in the surroundings. Microbes residing within these settings acquire resistance under selective pressure and circulate between the air–land interface. Initial evidence on the indoor environments of wastewater treatment plants, hospitals, and livestock-rearing facilities as channels of AMR has been documented. Long- and short-range transport in a downwind direction disseminate aerosols within urban communities. Inhalation of such aerosols poses a considerable occupational and public health risk. The horizontal gene transfer (HGT) is another plausible route of AMR spread. The characterization of ARGs in the atmosphere therefore calls for cutting-edge research. In the present review, we provide a succinct summary of the studies that demonstrated aerosols as a media of AMR transport in the atmosphere, strengthening the need to biomonitor these pernicious pollutants. This review will be a useful resource for environmental researchers, healthcare practitioners, and policymakers to issue related health advisories. Full article
(This article belongs to the Section Environmental Health)
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17 pages, 932 KiB  
Review
Antimicrobial Resistance in Livestock: A Serious Threat to Public Health
by Roberto Bava, Fabio Castagna, Carmine Lupia, Giusi Poerio, Giovanna Liguori, Renato Lombardi, Maria Diana Naturale, Caterina Mercuri, Rosa Maria Bulotta, Domenico Britti and Ernesto Palma
Antibiotics 2024, 13(6), 551; https://doi.org/10.3390/antibiotics13060551 - 13 Jun 2024
Cited by 8 | Viewed by 10595
Abstract
Antimicrobial resistance represents an alarming public health problem; its importance is related to the significant clinical implications (increased morbidity, mortality, disease duration, development of comorbidities, and epidemics), as well as its economic effects on the healthcare sector. In fact, therapeutic options are severely [...] Read more.
Antimicrobial resistance represents an alarming public health problem; its importance is related to the significant clinical implications (increased morbidity, mortality, disease duration, development of comorbidities, and epidemics), as well as its economic effects on the healthcare sector. In fact, therapeutic options are severely limited by the advent and spread of germs resistant to many antibiotics. The situation worldwide is worrying, especially in light of the prevalence of Gram-negative bacteria—Klebsiella pneumoniae and Acinetobacter baumannii—which are frequently isolated in hospital environments and, more specifically, in intensive care units. The problem is compounded by the ineffective treatment of infections by patients who often self-prescribe therapy. Resistant bacteria also show resistance to the latest generation antibiotics, such as carbapenems. In fact, superbacteria, grouped under the acronym extended-spectrum betalactamase (ESBL), are becoming common. Antibiotic resistance is also found in the livestock sector, with serious repercussions on animal production. In general, this phenomenon affects all members of the biosphere and can only be addressed by adopting a holistic “One Health” approach. In this literature overview, a stock is taken of what has been learned about antibiotic resistance, and suggestions are proposed to stem its advance. Full article
(This article belongs to the Section Antibiotics in Animal Health)
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37 pages, 14596 KiB  
Systematic Review
Systematic Review on Internet of Things in Smart Livestock Management Systems
by Sebastian Terence, Jude Immaculate, Anishin Raj and Jeba Nadarajan
Sustainability 2024, 16(10), 4073; https://doi.org/10.3390/su16104073 - 13 May 2024
Cited by 9 | Viewed by 6554
Abstract
The advent of the Internet of Things (IoT) has sparked the creation of numerous improved and new applications across numerous industries. Data collection from remote locations and remote object control are made possible by Internet of Things technology. The IoT has numerous applications [...] Read more.
The advent of the Internet of Things (IoT) has sparked the creation of numerous improved and new applications across numerous industries. Data collection from remote locations and remote object control are made possible by Internet of Things technology. The IoT has numerous applications in fields such as education, healthcare, agriculture, smart cities, and smart homes. Numerous studies have recently employed IoT technology to automate livestock farm operations. We looked at IoT-based livestock farm management systems in this study. To select the publications for this investigation, we conducted a systematic literature review (SLR) that complied with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) criteria. The selected articles were divided into different categories according to their applications. Sensors, actuators, the main controller (gateway), communication protocols, storage, energy consumption, the use of renewable energy sources, scalability, security, and prediction techniques applied to the data collected for future prediction were all examined in this study as IoT technologies used to monitor animals. In this study, we found that only 22% of the articles addressed security concerns, 24% discussed scalability, 16% discussed renewable energy, 18% attempted energy consumption, and 33% employed prediction techniques based on the collected data. The challenges and future directions of intelligent livestock farming are emphasized. Full article
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17 pages, 2043 KiB  
Article
EfficientNet Ensemble Learning: Identifying Ethiopian Medicinal Plant Species and Traditional Uses by Integrating Modern Technology with Ethnobotanical Wisdom
by Mulugeta Adibaru Kiflie, Durga Prasad Sharma, Mesfin Abebe Haile and Ramasamy Srinivasagan
Computers 2024, 13(2), 38; https://doi.org/10.3390/computers13020038 - 29 Jan 2024
Cited by 1 | Viewed by 3076
Abstract
Ethiopia is renowned for its rich biodiversity, supporting a diverse variety of medicinal plants with significant potential for therapeutic applications. In regions where modern healthcare facilities are scarce, traditional medicine emerges as a cost-effective and culturally aligned primary healthcare solution in developing countries. [...] Read more.
Ethiopia is renowned for its rich biodiversity, supporting a diverse variety of medicinal plants with significant potential for therapeutic applications. In regions where modern healthcare facilities are scarce, traditional medicine emerges as a cost-effective and culturally aligned primary healthcare solution in developing countries. In Ethiopia, the majority of the population, around 80%, and for a significant proportion of their livestock, approximately 90% continue to prefer traditional medicine as their primary healthcare option. Nevertheless, the precise identification of specific plant parts and their associated uses has posed a formidable challenge due to the intricate nature of traditional healing practices. To address this challenge, we employed a majority based ensemble deep learning approach to identify medicinal plant parts and uses of Ethiopian indigenous medicinal plant species. The primary objective of this research is to achieve the precise identification of the parts and uses of Ethiopian medicinal plant species. To design our proposed model, EfficientNetB0, EfficientNetB2, and EfficientNetB4 were used as benchmark models and applied as a majority vote-based ensemble technique. This research underscores the potential of ensemble deep learning and transfer learning methodologies to accurately identify the parts and uses of Ethiopian indigenous medicinal plant species. Notably, our proposed EfficientNet-based ensemble deep learning approach demonstrated remarkable accuracy, achieving a significant test and validation accuracy of 99.96%. Future endeavors will prioritize expanding the dataset, refining feature-extraction techniques, and creating user-friendly interfaces to overcome current dataset limitations. Full article
(This article belongs to the Special Issue Deep Learning and Explainable Artificial Intelligence)
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7 pages, 903 KiB  
Brief Report
No Changes in the Occurrence of Methicillin-Resistant Staphylococcus aureus (MRSA) in South-East Austria during the COVID-19 Pandemic
by Gernot Zarfel, Julia Schmidt, Josefa Luxner and Andrea J. Grisold
Pathogens 2023, 12(11), 1308; https://doi.org/10.3390/pathogens12111308 - 2 Nov 2023
Cited by 3 | Viewed by 1985
Abstract
Methicillin-resistant Staphylococcus aureus (MRSA) is a universal threat. Once being well established in the healthcare setting, MRSA has undergone various epidemiological changes. This includes the emergence of more aggressive community-acquired MRSA (CA-MRSA) and the occurrence of MRSA which have their origin in animal [...] Read more.
Methicillin-resistant Staphylococcus aureus (MRSA) is a universal threat. Once being well established in the healthcare setting, MRSA has undergone various epidemiological changes. This includes the emergence of more aggressive community-acquired MRSA (CA-MRSA) and the occurrence of MRSA which have their origin in animal breeding, called livestock-associated MRSA (LA-MRSA). Emergence of new clones as well as changes in the occurrence of some clonal lineages also describes the fluctuating dynamic within the MRSA family. There is paucity of data describing the possible impact of the COVID-19 pandemic on the MRSA dynamics. The aim of the study was the analysis of MRSA isolates in a three-year time period, including the pre-COVID-19 years 2018 and 2019 and the first year of the pandemic 2020. The analysis includes prevalence determination, antibiotic susceptibility testing, spa typing, and detection of genes encoding the PVL toxin. The MRSA rate remained constant throughout the study period. In terms of a dynamic within the MRSA family, only a few significant changes could be observed, but all except one occurred before the start of the COVID-19 pandemic. In summary, there was no significant impact of the COVID-19 pandemic on MRSA in Austria. Full article
(This article belongs to the Special Issue Antimicrobial Resistance Trends in the COVID-19 Pandemic)
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