Marine resistome of a temperate zone: Distribution, diversity, and driving factors across the trophic gradient
•Marine microbial diversity, resistome and environmental factors were investigated.•Proteobacteria were major contributors of marine resistome in a temperate zone.•Seasonality was a main driving factor of microbial and resistome diversity.•Impact of seasonality enhances by the distance from the coas...
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creator | Dželalija, Mia Kvesić-Ivanković, Marija Jozić, Slaven Ordulj, Marin Kalinić, Hrvoje Pavlinović, Antonio Šamanić, Ivica Maravić, Ana |
description | •Marine microbial diversity, resistome and environmental factors were investigated.•Proteobacteria were major contributors of marine resistome in a temperate zone.•Seasonality was a main driving factor of microbial and resistome diversity.•Impact of seasonality enhances by the distance from the coast.•Water column stratification highly modified the bacterial community and resistome.
Marine and ocean environments are the most widespread habitats in the world but are still the least studied from the aspect of antibiotic resistance. The indigenous and tetracycline (TET)- and sulfamethoxazole (SXT)-resistant planktonic bacterial communities were simultaneously investigated for the first time along a trophic gradient of a temperate zone, regarding their taxonomic and functional structures as well as biotic and abiotic factors affecting their dynamics as vehicles of antibiotic resistance genes (ARGs), thus impacting the ARGs distribution at seasonal and spatial scales.
A total of 80 microbiomes, recovered seasonally from bottom layer and surface waters along a 68-km transect from wastewater-impacted estuary to coastal and pristine open sea in the central Adriatic (Mediterranean Sea), were analysed using 16S rRNA amplicon sequencing, PICRUSt2 bioinformatics and extensive biostatistics. Eighty-one bacterial phyla were identified, with majority (n = 49) in summer when communities were found to be more species enriched across the gradient. Microbial diversity was more site-specific and pronounced in surface microbiomes in winter. Nevertheless, both richness and community diversity decreased with distance from the coast. Although the microbiomes from human-influenced sites significantly differed from those in oligotrophic offshore area, Proteobacteria were still the most abundant phylum during both seasons at the surface and seabed along the gradient, and the major contributors to the marine resistome regarding native and TET- and SXT-resistant microbial communities. Resistome structure was more diverse in winter, whereas peptide, vancomycin and multidrug resistance modules predominated regardless of season, trophic status, or antibiotic. However, multidrug, beta-lactam resistance modules as well as macrolide, phenicol, aminoglycoside, and particularly imipenem resistance genes were much more frequent in winter, suggesting that the diversity of indigenous resistomes is highly dependent on seasonal variations of the water column, driven by thermohaline stratification |
doi_str_mv | 10.1016/j.watres.2023.120688 |
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Marine and ocean environments are the most widespread habitats in the world but are still the least studied from the aspect of antibiotic resistance. The indigenous and tetracycline (TET)- and sulfamethoxazole (SXT)-resistant planktonic bacterial communities were simultaneously investigated for the first time along a trophic gradient of a temperate zone, regarding their taxonomic and functional structures as well as biotic and abiotic factors affecting their dynamics as vehicles of antibiotic resistance genes (ARGs), thus impacting the ARGs distribution at seasonal and spatial scales.
A total of 80 microbiomes, recovered seasonally from bottom layer and surface waters along a 68-km transect from wastewater-impacted estuary to coastal and pristine open sea in the central Adriatic (Mediterranean Sea), were analysed using 16S rRNA amplicon sequencing, PICRUSt2 bioinformatics and extensive biostatistics. Eighty-one bacterial phyla were identified, with majority (n = 49) in summer when communities were found to be more species enriched across the gradient. Microbial diversity was more site-specific and pronounced in surface microbiomes in winter. Nevertheless, both richness and community diversity decreased with distance from the coast. Although the microbiomes from human-influenced sites significantly differed from those in oligotrophic offshore area, Proteobacteria were still the most abundant phylum during both seasons at the surface and seabed along the gradient, and the major contributors to the marine resistome regarding native and TET- and SXT-resistant microbial communities. Resistome structure was more diverse in winter, whereas peptide, vancomycin and multidrug resistance modules predominated regardless of season, trophic status, or antibiotic. However, multidrug, beta-lactam resistance modules as well as macrolide, phenicol, aminoglycoside, and particularly imipenem resistance genes were much more frequent in winter, suggesting that the diversity of indigenous resistomes is highly dependent on seasonal variations of the water column, driven by thermohaline stratification and nutrients. Moreover, several pathogenic genera stood out as important carriers of multiple resistance traits in TET- and SXT-related resistomes in both seasons, particularly Acinetobacter, Vibrio, Bacillus and Pseudomonas, beside which Proteus, Serratia and Bacteroides prevailed in native resistomes.
This study evidenced seasonal and spatial variations of the marine microbiome and resistome and their driving forces along the trophic gradient, providing a comprehensive insight into the diversity and distribution of antibiotic resistance in the marine ecosystem of a temperate zone.
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Marine and ocean environments are the most widespread habitats in the world but are still the least studied from the aspect of antibiotic resistance. The indigenous and tetracycline (TET)- and sulfamethoxazole (SXT)-resistant planktonic bacterial communities were simultaneously investigated for the first time along a trophic gradient of a temperate zone, regarding their taxonomic and functional structures as well as biotic and abiotic factors affecting their dynamics as vehicles of antibiotic resistance genes (ARGs), thus impacting the ARGs distribution at seasonal and spatial scales.
A total of 80 microbiomes, recovered seasonally from bottom layer and surface waters along a 68-km transect from wastewater-impacted estuary to coastal and pristine open sea in the central Adriatic (Mediterranean Sea), were analysed using 16S rRNA amplicon sequencing, PICRUSt2 bioinformatics and extensive biostatistics. Eighty-one bacterial phyla were identified, with majority (n = 49) in summer when communities were found to be more species enriched across the gradient. Microbial diversity was more site-specific and pronounced in surface microbiomes in winter. Nevertheless, both richness and community diversity decreased with distance from the coast. Although the microbiomes from human-influenced sites significantly differed from those in oligotrophic offshore area, Proteobacteria were still the most abundant phylum during both seasons at the surface and seabed along the gradient, and the major contributors to the marine resistome regarding native and TET- and SXT-resistant microbial communities. Resistome structure was more diverse in winter, whereas peptide, vancomycin and multidrug resistance modules predominated regardless of season, trophic status, or antibiotic. However, multidrug, beta-lactam resistance modules as well as macrolide, phenicol, aminoglycoside, and particularly imipenem resistance genes were much more frequent in winter, suggesting that the diversity of indigenous resistomes is highly dependent on seasonal variations of the water column, driven by thermohaline stratification and nutrients. Moreover, several pathogenic genera stood out as important carriers of multiple resistance traits in TET- and SXT-related resistomes in both seasons, particularly Acinetobacter, Vibrio, Bacillus and Pseudomonas, beside which Proteus, Serratia and Bacteroides prevailed in native resistomes.
This study evidenced seasonal and spatial variations of the marine microbiome and resistome and their driving forces along the trophic gradient, providing a comprehensive insight into the diversity and distribution of antibiotic resistance in the marine ecosystem of a temperate zone.
[Display omitted]</description><subject>Amplicon sequencing</subject><subject>Antibiotic resistance</subject><subject>Marine environment</subject><subject>Microbiome</subject><subject>Sulfamethoxazole-resistant</subject><subject>Tetracycline-resistant</subject><issn>0043-1354</issn><issn>1879-2448</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kD9PwzAQxS0EEqXwDRg8MjTBju3EZUBC5a9UxAKz5diX1lUTF9stKp-elDBzyw333tO9H0KXlOSU0PJ6lX_pFCDmBSlYTgtSSnmERlRW06zgXB6jESGcZZQJforOYlwRQoqCTUeoe9XBdYB7t4vJt4B9gzVO0G4g6AT423dwg-_7Y3D1NjnfTbB1OwjRpf0E685iG9zOdQvcaJN8iFib4GPEaQk4Bb9ZOoMXQVsHXTpHJ41eR7j422P08fjwPnvO5m9PL7O7eWaYFCnjlTXA-xGWGTCsEVOiibG2YqwWgpRNXWnK66ahsqCl0JLWRtcgRFkyaikbo6shdxP85xZiUq2LBtZr3YHfRlXIiktWcX6Q8kH6-3WARm2Ca3XYK0rUAa9aqQGvOuBVA97edjvYoK-xcxBUNH1DA9YFMElZ7_4P-AEER4eC</recordid><startdate>20231101</startdate><enddate>20231101</enddate><creator>Dželalija, Mia</creator><creator>Kvesić-Ivanković, Marija</creator><creator>Jozić, Slaven</creator><creator>Ordulj, Marin</creator><creator>Kalinić, Hrvoje</creator><creator>Pavlinović, Antonio</creator><creator>Šamanić, Ivica</creator><creator>Maravić, Ana</creator><general>Elsevier Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-0671-2194</orcidid><orcidid>https://orcid.org/0000-0002-7284-9519</orcidid><orcidid>https://orcid.org/0000-0001-8807-8184</orcidid></search><sort><creationdate>20231101</creationdate><title>Marine resistome of a temperate zone: Distribution, diversity, and driving factors across the trophic gradient</title><author>Dželalija, Mia ; Kvesić-Ivanković, Marija ; Jozić, Slaven ; Ordulj, Marin ; Kalinić, Hrvoje ; Pavlinović, Antonio ; Šamanić, Ivica ; Maravić, Ana</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c385t-47dce44445d3cec3f590a0cdd733b5506fb7a14bff182165a81bcabe556631d13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Amplicon sequencing</topic><topic>Antibiotic resistance</topic><topic>Marine environment</topic><topic>Microbiome</topic><topic>Sulfamethoxazole-resistant</topic><topic>Tetracycline-resistant</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Dželalija, Mia</creatorcontrib><creatorcontrib>Kvesić-Ivanković, Marija</creatorcontrib><creatorcontrib>Jozić, Slaven</creatorcontrib><creatorcontrib>Ordulj, Marin</creatorcontrib><creatorcontrib>Kalinić, Hrvoje</creatorcontrib><creatorcontrib>Pavlinović, Antonio</creatorcontrib><creatorcontrib>Šamanić, Ivica</creatorcontrib><creatorcontrib>Maravić, Ana</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Water research (Oxford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Dželalija, Mia</au><au>Kvesić-Ivanković, Marija</au><au>Jozić, Slaven</au><au>Ordulj, Marin</au><au>Kalinić, Hrvoje</au><au>Pavlinović, Antonio</au><au>Šamanić, Ivica</au><au>Maravić, Ana</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Marine resistome of a temperate zone: Distribution, diversity, and driving factors across the trophic gradient</atitle><jtitle>Water research (Oxford)</jtitle><date>2023-11-01</date><risdate>2023</risdate><volume>246</volume><spage>120688</spage><epage>120688</epage><pages>120688-120688</pages><artnum>120688</artnum><issn>0043-1354</issn><eissn>1879-2448</eissn><abstract>•Marine microbial diversity, resistome and environmental factors were investigated.•Proteobacteria were major contributors of marine resistome in a temperate zone.•Seasonality was a main driving factor of microbial and resistome diversity.•Impact of seasonality enhances by the distance from the coast.•Water column stratification highly modified the bacterial community and resistome.
Marine and ocean environments are the most widespread habitats in the world but are still the least studied from the aspect of antibiotic resistance. The indigenous and tetracycline (TET)- and sulfamethoxazole (SXT)-resistant planktonic bacterial communities were simultaneously investigated for the first time along a trophic gradient of a temperate zone, regarding their taxonomic and functional structures as well as biotic and abiotic factors affecting their dynamics as vehicles of antibiotic resistance genes (ARGs), thus impacting the ARGs distribution at seasonal and spatial scales.
A total of 80 microbiomes, recovered seasonally from bottom layer and surface waters along a 68-km transect from wastewater-impacted estuary to coastal and pristine open sea in the central Adriatic (Mediterranean Sea), were analysed using 16S rRNA amplicon sequencing, PICRUSt2 bioinformatics and extensive biostatistics. Eighty-one bacterial phyla were identified, with majority (n = 49) in summer when communities were found to be more species enriched across the gradient. Microbial diversity was more site-specific and pronounced in surface microbiomes in winter. Nevertheless, both richness and community diversity decreased with distance from the coast. Although the microbiomes from human-influenced sites significantly differed from those in oligotrophic offshore area, Proteobacteria were still the most abundant phylum during both seasons at the surface and seabed along the gradient, and the major contributors to the marine resistome regarding native and TET- and SXT-resistant microbial communities. Resistome structure was more diverse in winter, whereas peptide, vancomycin and multidrug resistance modules predominated regardless of season, trophic status, or antibiotic. However, multidrug, beta-lactam resistance modules as well as macrolide, phenicol, aminoglycoside, and particularly imipenem resistance genes were much more frequent in winter, suggesting that the diversity of indigenous resistomes is highly dependent on seasonal variations of the water column, driven by thermohaline stratification and nutrients. Moreover, several pathogenic genera stood out as important carriers of multiple resistance traits in TET- and SXT-related resistomes in both seasons, particularly Acinetobacter, Vibrio, Bacillus and Pseudomonas, beside which Proteus, Serratia and Bacteroides prevailed in native resistomes.
This study evidenced seasonal and spatial variations of the marine microbiome and resistome and their driving forces along the trophic gradient, providing a comprehensive insight into the diversity and distribution of antibiotic resistance in the marine ecosystem of a temperate zone.
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subjects | Amplicon sequencing Antibiotic resistance Marine environment Microbiome Sulfamethoxazole-resistant Tetracycline-resistant |
title | Marine resistome of a temperate zone: Distribution, diversity, and driving factors across the trophic gradient |
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