{"type": "FeatureCollection", "features": [{"id": "10.3390/su17031093", "type": "Feature", "geometry": null, "properties": {"updated": "2026-09-22T16:19:30Z", "type": "Journal Article", "created": "2025-01-29", "title": "Microbial Bioindicators for Monitoring the Impact of Emerging Contaminants on Soil Health in the European Framework", "description": "

Antibiotic resistance (AR) is recognized by the World Health Organization as a major threat to human health, and recent studies highlight the role of microplastics (MPs) in its spread. MPs in the environment may act as vectors for antibiotic-resistant bacteria (ARB) and antibiotic resistance genes (ARGs). Bacterial communities on the plastisphere, the surface of MPs, are influenced by plastic properties, allowing ARB to colonize and form biofilms. These biofilms facilitate the transfer of ARGs within microbial communities. This study analyzed data from the LUCAS soil dataset (885 soil samples across EU countries) using the Emu tool to characterize microbial communities at the genus/species level. Functional annotation via PICRUSt2, supported by a custom tool for Emu output formatting, revealed significant correlations between the genera Solirubrobacter, Bradyrhizobium, Nocardioides, and Bacillus with pathways linked to microplastic degradation and antibiotic resistance. These genera were consistently present in various soil types (woodland, grassland, and cropland), suggesting their potential as bioindicators of soil health in relation to MP pollution. The findings underscore MPs as hotspots for ARB and ARGs, offering new insights into the identification of bioindicators for monitoring soil health and the ecological impacts related to MP contamination.

", "keywords": ["microplastics; antibiotic resistance genes; soil microbiome; LUCAS soil"], "contacts": [{"organization": "Andrea Visca, Luciana Di Gregorio, Manuela Costanzo, Elisa Clagnan, Lorenzo Nolfi, Roberta Bernini, Alberto Orgiazzi, Arwyn Jones, Francesco Vitali, Stefano Mocali, Annamaria Bevivino,", "roles": ["creator"]}]}, "links": [{"href": "https://air.unimi.it/bitstream/2434/1142151/2/sustainability-17-01093.pdf"}, {"href": "https://www.mdpi.com/2071-1050/17/3/1093/pdf"}, {"href": "https://doi.org/10.3390/su17031093"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Sustainability", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.3390/su17031093", "name": "item", "description": "10.3390/su17031093", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.3390/su17031093"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2025-01-29T00:00:00Z"}}, {"id": "10.1016/j.envres.2019.108608", "type": "Feature", "geometry": null, "properties": {"updated": "2026-09-22T16:15:49Z", "type": "Journal Article", "created": "2019-07-26", "title": "Antibiotic resistance gene distribution in agricultural fields and crops. A soil-to-food analysis", "description": "Despite the social concern about the generalization of antibiotic resistance hotspots worldwide, very little is known about the contribution of different potential sources to the global risk. Here we present a quantitative analysis of the distribution of Antibiotic Resistance Genes (ARGs) in soil, rhizospheric soil, roots, leaves and beans in tomato, lettuce and broad beans crops (165 samples in total), grown in nine commercial plots distributed in four geographical zones in the vicinity of Barcelona (North East Spain). We also analyzed five soil samples from a nearby forest, with no record of agricultural activities. DNA samples were analyzed for their content in the ARGs sul1, tetM, qnrS1, blaCTX-M-32, blaOXA-58, mecA, and blaTEM, plus the integron intI1, using qPCR methods. In addition, soil microbiomes from the different plots were analyzed by amplicon-targeted 16S rRNA gene sequencing. Our data show a decreasing gradient of ARG loads from soil to fruits and beans, the latter showing only from 0.1 to 0.01% of the abundance values in soil. The type of crop was the main determinant for both ARG distribution and microbiome composition among the different plots, with minor contributions of geographic location and irrigation water source. We propose that soil amendment and/or fertilization, more than irrigation water, are the main drivers of ARG loads on the edible parts of the crop, and that they should therefore be specifically controlled.", "keywords": ["0301 basic medicine", "2. Zero hunger", "Microbiomes", "Agriculture", "Drug Resistance", " Microbial", "Irrigation water", "15. Life on land", "01 natural sciences", "6. Clean water", "Anti-Bacterial Agents", "3. Good health", "qPCR", "Soil", "03 medical and health sciences", "Antibiotic resistance genes", "Genes", " Bacterial", "Spain", "RNA", " Ribosomal", " 16S", "Rhizosphere", "Endophytes", "Food Analysis", "Soil Microbiology", "0105 earth and related environmental sciences"]}, "links": [{"href": "https://doi.org/10.1016/j.envres.2019.108608"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Environmental%20Research", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.1016/j.envres.2019.108608", "name": "item", "description": "10.1016/j.envres.2019.108608", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.1016/j.envres.2019.108608"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2019-10-01T00:00:00Z"}}, {"id": "10.1016/j.chemosphere.2014.06.094", "type": "Feature", "geometry": null, "properties": {"updated": "2026-09-22T16:15:38Z", "type": "Journal Article", "created": "2014-08-13", "title": "Influence of tetracycline on the microbial community composition and activity of nitrifying biofilms", "description": "The present work aims to evaluate the bacterial composition and activity (carbon and nitrogen removal) of nitrifying biofilms exposed to 50 \u03bcg L(-1) of tetracycline. The tetracycline removal efficiency and the occurrence of tetracycline resistance (tet) genes were also studied. Two sequencing batch biofilm reactors (SBBRs) fed with synthetic wastewater were operated without (SBBR1) and with (SBBR2) the antibiotic. Both SBBRs showed similar organic matter biodegradation and nitrification activity. Tetracycline removal was about 28% and biodegradation was probably the principal removal mechanism of the antibiotic. Polymerase chain reaction-denaturing gradient gel electrophoresis analysis of the bacterial community showed shifts leading to not only the fading of some ribotypes, but also the emergence of new ones in the biofilm with tetracycline. The study of the tet genes showed that tet(S) was only detected in the biofilm with tetracycline, suggesting a relationship between its occurrence and the presence of the antibiotic.", "keywords": ["Science & Technology", "Polymers", "Microbiota", "Molecular Sequence Data", "Tetracycline Resistance", "0211 other engineering and technologies", "Resistance genes", "Sequence Analysis", " DNA", "02 engineering and technology", "Tetracycline", "Nitrification", "01 natural sciences", "6. Clean water", "Anti-Bacterial Agents", "Tetracycline removal", "Nitrifying biofilms", "Bacterial Proteins", "Antibiotics", "Biofilms", "11. Sustainability", "Bacterial community", "Adsorption", "0105 earth and related environmental sciences"]}, "links": [{"href": "https://doi.org/10.1016/j.chemosphere.2014.06.094"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Chemosphere", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.1016/j.chemosphere.2014.06.094", "name": "item", "description": "10.1016/j.chemosphere.2014.06.094", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.1016/j.chemosphere.2014.06.094"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2014-12-01T00:00:00Z"}}, {"id": "10.1016/j.watres.2019.114916", "type": "Feature", "geometry": null, "properties": {"updated": "2026-09-22T16:16:48Z", "type": "Journal Article", "created": "2019-07-25", "title": "Removal of extracellular free DNA and antibiotic resistance genes from water and wastewater by membranes ranging from microfiltration to reverse osmosis", "description": "The final publication is available via https://doi.org/10.1016/j.watres.2019.114916.", "keywords": ["Osmosis", "0211 other engineering and technologies", "membrane filtration", "Wastewater treatment", "02 engineering and technology", "water reuse", "Wastewater", "01 natural sciences", "Water Purification", "12. Responsible consumption", "Water reuse", "antibiotic resistance genes", "free extracellular DNA", "Antibiotic resistance genes", "11. Sustainability", "Humans", "Drinking water treatment", "0105 earth and related environmental sciences", "Water", "Drug Resistance", " Microbial", "DNA", "drinking water treatment", "6. Clean water", "Anti-Bacterial Agents", "wastewater treatment", "Genes", " Bacterial", "Free extracellular DNA", "Membrane filtration"]}, "links": [{"href": "https://doi.org/10.1016/j.watres.2019.114916"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Water%20Research", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.1016/j.watres.2019.114916", "name": "item", "description": "10.1016/j.watres.2019.114916", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.1016/j.watres.2019.114916"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2019-11-01T00:00:00Z"}}, {"id": "10.1093/femsec/fiaa058", "type": "Feature", "geometry": null, "properties": {"updated": "2026-09-22T16:17:33Z", "type": "Journal Article", "created": "2020-03-27", "title": "Persistence of wastewater antibiotic resistant bacteria and their genes in human fecal material", "description": "ABSTRACT

Domestic wastewater is a recognized source of antibiotic resistant bacteria and antibiotic resistance genes (ARB&ARGs), whose risk of transmission to humans cannot be ignored. The fitness of wastewater ARB in the complex fecal microbiota of a healthy human was investigated in feces-based microcosm assays (FMAs). FMAs were inoculated with two wastewater isolates, Escherichia coli strain A2FCC14 (MLST ST131) and Enterococcus faecium strain H1EV10 (MLST ST78), harboring the ARGs blaTEM, blaCTX, blaOXA-A and vanA, respectively. The FMAs, incubated in the presence or absence of oxygen or in the presence or absence of the antibiotics cefotaxime or vancomycin, were monitored based on cultivation, ARGs quantification and bacterial community analysis. The fecal bacterial community was dominated by members of the phyla Firmicutes, Bacteroidetes, Actinobacteria, Proteobacteria and Verrucomicrobia. The ARGs harbored by the wastewater isolates could be quantified after one week, in FMAs incubated under both aerobic and anaerobic conditions. These observations were not significantly different in FMAs incubated anaerobically, supplemented with sub-inhibitory concentrations of cefotaxime or vancomycin. The observation that ARGs of wastewater ARB persisted in presence of the human fecal microbiota for at least one week supports the hypothesis of a potential transmission to humans, a topic that deserves further investigation.

", "keywords": ["0301 basic medicine", "Microcosm assays", "0303 health sciences", "Bacteria", "Angiotensin-Converting Enzyme Inhibitors", "Wastewater", "Human fecal microbiota", "6. Clean water", "Anti-Bacterial Agents", "3. Good health", "Angiotensin Receptor Antagonists", "Feces", "03 medical and health sciences", "Antibiotic resistance genes", "Antibiotic resistant bacteria", "Genes", " Bacterial", "11. Sustainability", "Humans", "Antibiotic resistance transmission", "Microcosm effect", "Multilocus Sequence Typing"]}, "links": [{"href": "http://academic.oup.com/femsec/article-pdf/96/6/fiaa058/33327470/fiaa058.pdf"}, {"href": "https://doi.org/10.1093/femsec/fiaa058"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/FEMS%20Microbiology%20Ecology", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.1093/femsec/fiaa058", "name": "item", "description": "10.1093/femsec/fiaa058", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.1093/femsec/fiaa058"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2020-04-02T00:00:00Z"}}, {"id": "10.1186/s40168-022-01405-w", "type": "Feature", "geometry": null, "properties": {"updated": "2026-09-22T16:18:16Z", "type": "Journal Article", "created": "2022-12-12", "title": "The global distribution and environmental drivers of the soil antibiotic resistome", "description": "Abstract Background

Little is known about the global distribution and environmental drivers of key microbial functional traits such as antibiotic resistance genes (ARGs). Soils are one of Earth\uffe2\uff80\uff99s largest reservoirs of ARGs, which are integral for soil microbial competition, and have potential implications for plant and human health. Yet, their diversity and global patterns remain poorly described. Here, we analyzed 285 ARGs in soils from 1012 sites across all continents and created the first global atlas with the distributions of topsoil ARGs.

Results

We show that ARGs peaked in high latitude cold and boreal forests. Climatic seasonality and mobile genetic elements, associated with the transmission of antibiotic resistance, were also key drivers of their global distribution. Dominant ARGs were mainly related to multidrug resistance genes and efflux pump machineries. We further pinpointed the global hotspots of the diversity and proportions of soil ARGs.

Conclusions

Together, our work provides the foundation for a better understanding of the ecology and global distribution of the environmental soil antibiotic resistome.

", "keywords": ["Ecolog\u00eda (Biolog\u00eda)", "0301 basic medicine", "SDG-03: Good health and well-being", "550", "Antibiotic resistance", "Edafolog\u00eda (Biolog\u00eda)", "Antibiotic resistance genes (ARGs)", "910", "http://metadata.un.org/sdg/3", "631.4", "Microbial ecology", "2417.14 Gen\u00e9tica Vegetal", "Soil", "03 medical and health sciences", "XXXXXX - Unknown", "Global scale", "Humans", "Global change", "SCALE", "Ensure healthy lives and promote well-being for all at all ages", "2. Zero hunger", "0303 health sciences", "Ecology", "Research", "QR100-130", "Human health", "15. Life on land", "Gen\u00e9tica", "Anti-Bacterial Agents", "3. Good health", "Phenotype", "Mobile genetic elements", "13. Climate action", "BACTERIA", "2511.02 Biolog\u00eda de Suelos", "RESISTANCE GENES"]}, "links": [{"href": "https://doi.org/10.1186/s40168-022-01405-w"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Microbiome", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10.1186/s40168-022-01405-w", "name": "item", "description": "10.1186/s40168-022-01405-w", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10.1186/s40168-022-01405-w"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2022-07-11T00:00:00Z"}}, {"id": "10044/1/108326", "type": "Feature", "geometry": null, "properties": {"updated": "2026-09-22T16:21:51Z", "type": "Journal Article", "created": "2023-11-30", "title": "Do contaminants compromise the use of recycled nutrients in organic agriculture? A review and synthesis of current knowledge on contaminant concentrations, fate in the environment and risk assessment", "description": "Use of nutrients recycled from societal waste streams in agriculture is part of the circular economy, and in line with organic farming principles. Nevertheless, diverse contaminants in waste streams create doubts among organic farmers about potential risks for soil health. Here, we gather the current knowledge on contaminant levels in waste streams and recycled nutrient sources, and discuss associated risks. For potentially toxic elements (PTEs), the input of zinc (Zn) and copper (Cu) from mineral feed supplements remains of concern, while concentrations of PTEs in many waste streams have decreased substantially in Europe. The same applies to organic contaminants, although new chemical groups such as flame retardants are of emerging concern and globally contamination levels differ strongly. Compared to inorganic fertilizers, application of organic fertilizers derived from human or animal feces is associated with an increased risk for environmental dissemination of antibiotic resistance. The risk depends on the quality of the organic fertilizers, which varies between geographical regions, but farmland application of sewage sludge appears to be a safe practice as shown by some studies (e.g. from Sweden). Microplastic concentrations in agricultural soils show a wide spread and our understanding of its toxicity is limited, hampering a sound risk assessment. Methods for assessing public health risks for organic contaminants must include emerging contaminants and potential interactions of multiple compounds. Evidence from long-term field experiments suggests that soils may be more resilient and capable to degrade or stabilize pollutants than often assumed. In view of the need to source nutrients for expanding areas under organic farming, we discuss inputs originating from conventional farms vs. non-agricultural (i.e. societal) inputs. Closing nutrient cycles between agriculture and society is feasible in many cases, without being compromised by contaminants, and should be enhanced, aided by improved source control, waste treatment and sound risk assessments.", "keywords": ["Organic farming", "SEWAGE-SLUDGE", "LONG-TERM IMPACT", "PATHOGENIC BACTERIA", "Environmental Sciences & Ecology", "Risk Assessment", "630", "Societal wastes", "12. Responsible consumption", "Organic contaminants", "Soil", "PRE-APPLICATION TREATMENT", "HEAVY-METALS", "ANAEROBIC-DIGESTION", "11. Sustainability", "Animals", "Humans", "Soil Pollutants", "Fertilizers", "Risk assessment", "2. Zero hunger", "Organic Agriculture", "Science & Technology", "Sewage", "ANTIBIOTIC-RESISTANCE GENES", "FERTILIZER VALUE", "SOIL DYNAMICS", "Agriculture", "Nutrients", "15. Life on land", "6. Clean water", "13. Climate action", "BACTERIAL COMMUNITIES", "Life Sciences & Biomedicine", "Plastics", "Environmental Sciences"]}, "links": [{"href": "https://doi.org/10044/1/108326"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Science%20of%20The%20Total%20Environment", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "10044/1/108326", "name": "item", "description": "10044/1/108326", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/10044/1/108326"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2024-02-01T00:00:00Z"}}, {"id": "1959.7/uws:76535", "type": "Feature", "geometry": null, "properties": {"updated": "2026-09-22T16:22:25Z", "type": "Journal Article", "created": "2022-12-11", "title": "The global distribution and environmental drivers of the soil antibiotic resistome", "description": "Abstract Background

Little is known about the global distribution and environmental drivers of key microbial functional traits such as antibiotic resistance genes (ARGs). Soils are one of Earth\uffe2\uff80\uff99s largest reservoirs of ARGs, which are integral for soil microbial competition, and have potential implications for plant and human health. Yet, their diversity and global patterns remain poorly described. Here, we analyzed 285 ARGs in soils from 1012 sites across all continents and created the first global atlas with the distributions of topsoil ARGs.

Results

We show that ARGs peaked in high latitude cold and boreal forests. Climatic seasonality and mobile genetic elements, associated with the transmission of antibiotic resistance, were also key drivers of their global distribution. Dominant ARGs were mainly related to multidrug resistance genes and efflux pump machineries. We further pinpointed the global hotspots of the diversity and proportions of soil ARGs.

Conclusions

Together, our work provides the foundation for a better understanding of the ecology and global distribution of the environmental soil antibiotic resistome.

", "keywords": ["Ecolog\u00eda (Biolog\u00eda)", "0301 basic medicine", "SDG-03: Good health and well-being", "550", "Antibiotic resistance", "Edafolog\u00eda (Biolog\u00eda)", "Antibiotic resistance genes (ARGs)", "910", "631.4", "Microbial ecology", "2417.14 Gen\u00e9tica Vegetal", "Soil", "03 medical and health sciences", "XXXXXX - Unknown", "Global scale", "Humans", "Global change", "SCALE", "2. Zero hunger", "0303 health sciences", "Ecology", "Research", "QR100-130", "Human health", "15. Life on land", "Gen\u00e9tica", "Anti-Bacterial Agents", "3. Good health", "Phenotype", "Mobile genetic elements", "13. Climate action", "BACTERIA", "2511.02 Biolog\u00eda de Suelos", "RESISTANCE GENES"]}, "links": [{"href": "https://doi.org/1959.7/uws:76535"}, {"rel": "related", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/Microbiome", "name": "related record", "description": "related record", "type": "application/json"}, {"rel": "self", "type": "application/geo+json", "title": "1959.7/uws:76535", "name": "item", "description": "1959.7/uws:76535", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main/items/1959.7/uws:76535"}, {"rel": "collection", "type": "application/json", "title": "Collection", "name": "collection", "description": "Collection", "href": "https://repository.soilwise-he.eu/cat/collections/metadata:main"}], "time": {"date": "2022-07-11T00:00:00Z"}}, {"id": "11587/561788", "type": "Feature", "geometry": null, "properties": {"updated": "2026-09-22T16:22:15Z", "type": "Journal Article", "created": "2025-07-04", "title": "Per- and polyfluoroalkyl substances (PFAS) as environmental drivers of antimicrobial resistance: insights from genome sequences of Klebsiella grimontii and Citrobacter braakii isolated from contaminated soil", "description": "

In vitro microcosm experiments showed that PFOA (perfluorooctanoic acid) selects for antibiotic-resistant bacteria, characterized by WGS, which displayed increased transcription of AMR genes during growth in the presence of PFOA.

Antibiotic resistance (AR) is recognized by the World Health Organization as a major threat to human health, and recent studies highlight the role of microplastics (MPs) in its spread. MPs in the environment may act as vectors for antibiotic-resistant bacteria (ARB) and antibiotic resistance genes (ARGs). Bacterial communities on the plastisphere, the surface of MPs, are influenced by plastic properties, allowing ARB to colonize and form biofilms. These biofilms facilitate the transfer of ARGs within microbial communities. This study analyzed data from the LUCAS soil dataset (885 soil samples across EU countries) using the Emu tool to characterize microbial communities at the genus/species level. Functional annotation via PICRUSt2, supported by a custom tool for Emu output formatting, revealed significant correlations between the genera Solirubrobacter, Bradyrhizobium, Nocardioides, and Bacillus with pathways linked to microplastic degradation and antibiotic resistance. These genera were consistently present in various soil types (woodland, grassland, and cropland), suggesting their potential as bioindicators of soil health in relation to MP pollution. The findings underscore MPs as hotspots for ARB and ARGs, offering new insights into the identification of bioindicators for monitoring soil health and the ecological impacts related to MP contamination.

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