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Yu Q, Han Q, Shi S, Sun X, Wang X, Wang S, Yang J, Su W, Nan Z, Li H. Metagenomics reveals the response of antibiotic resistance genes to elevated temperature in the Yellow River. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 859:160324. [PMID: 36410491 DOI: 10.1016/j.scitotenv.2022.160324] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 11/08/2022] [Accepted: 11/16/2022] [Indexed: 06/16/2023]
Abstract
Climate warming may aggravate the threat of antibiotic resistance genes (ARGs) to environmental and human health. However, whether temperature can predict ARGs and influence their assembly processes remains unknown. Here, we used metagenomic sequencing to explore how gradually elevated water temperature (23 °C, 26 °C, 29 °C, 32 °C, 35 °C) influences ARG and mobile genetic element (MGE) profiles in the Yellow River. In total, 30 ARG types including 679 subtypes were detected in our water samples. Gradually increased temperature remarkably reduced ARG diversity but increased ARG abundance. Approximately 37 % of ARGs and 42 % of MGEs were predicted by temperature, while most others were not sensitive to temperature. For each 1 °C increase in temperature, the ARG abundance rose by 2133 TPM (Transcripts Per kilobase of exon model per Million mapped reads) abundance, and multidrug, tetracycline and peptide resistance genes had the fastest increases. Proteobacteria and Actinobacteria were the primary ARG hosts, with 558 and 226 ARG subtypes, respectively. Although ARG profiles were mainly governed by stochastic process, elevated temperature increased the deterministic process of ARGs in the Yellow River. The abundance of five high-risk ARGs (tetM, mecA, bacA, vatE and tetW) significantly increased with elevated water temperature, and these ARGs co-occurred with several opportunistic pathogens (Delftia, Legionella and Pseudomonas), implying that antibiotic resistance risk may increase under climate warming. Our study explored the possibility of predicting resistomes and their health risks through temperature, providing a novel approach to predict and control ARGs in water environments under climate warming.
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Affiliation(s)
- Qiaoling Yu
- College of Pastoral Agriculture Science and Technology, State Key Laboratory of Grassland Agro-ecosystems, Center for Grassland Microiome, Lanzhou University, Lanzhou 730000, China
| | - Qian Han
- School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Shunqin Shi
- School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Xiaofang Sun
- School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Xiaochen Wang
- School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Sijie Wang
- School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Jiawei Yang
- School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Wanghong Su
- School of Public Health, Lanzhou University, Lanzhou 730000, China
| | - Zhibiao Nan
- College of Pastoral Agriculture Science and Technology, State Key Laboratory of Grassland Agro-ecosystems, Center for Grassland Microiome, Lanzhou University, Lanzhou 730000, China
| | - Huan Li
- College of Pastoral Agriculture Science and Technology, State Key Laboratory of Grassland Agro-ecosystems, Center for Grassland Microiome, Lanzhou University, Lanzhou 730000, China; School of Public Health, Lanzhou University, Lanzhou 730000, China.
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Mazzoleni S, Němec P, Albrecht T, Lymberakis P, Kratochvíl L, Rovatsos M. Long-term stability of sex chromosome gene content allows accurate qPCR-based molecular sexing across birds. Mol Ecol Resour 2021; 21:2013-2021. [PMID: 33720488 DOI: 10.1111/1755-0998.13381] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 02/13/2021] [Accepted: 03/08/2021] [Indexed: 12/14/2022]
Abstract
Embryos, juveniles, and even adults of many bird species lack pronounced external sexually dimorphic characteristics. Accurate identification of sex is crucial for research (e.g., developmental, population, and evolutionary studies), management of wildlife species, and captive breeding programmes for both conservation and poultry. An accurate molecular sexing method applicable across the entire bird radiation is theoretically possible thanks to the long-term stability of their ZZ/ZW sex chromosomes, but current methods are not applicable in a wide range of bird lineages. Here, we developed a novel molecular sexing method based on the comparison of gene copy number variation by quantitative real-time PCR (qPCR) in conserved Z-specific genes (CHRNA6, DDX4, LPAR1, TMEM161B, VPS13A), i.e. genes linked to Z but absent from W chromosomes. We tested the method across three paleognath and 70 neognath species covering the avian phylogeny. In addition, we designed primers for four Z-specific genes (DOCK8, FUT10, PIGG and PSD3) for qPCR-based molecular sexing in three paleognath species. We have demonstrated that the genes DOCK8, FUT10, PIGG and PSD3 can identify sex in paleognath birds and the genes CHRNA6, DDX4, TMEM161B, and VPS13A can reveal sex in neognath birds. The gene LPAR1 can be used to accurately identify sex in both paleognath and neognath species. Along with outlining a novel method of practical importance for molecular sexing in birds, our study also documents in detail the conservation of sex chromosomes across the avian phylogeny.
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Affiliation(s)
- Sofia Mazzoleni
- Department of Ecology, Faculty of Science, Charles University, Prague, Czech Republic
| | - Pavel Němec
- Department of Zoology, Faculty of Science, Charles University, Prague, Czech Republic
| | - Tomáš Albrecht
- Department of Zoology, Faculty of Science, Charles University, Prague, Czech Republic.,Institute of Vertebrate Biology, Czech Academy of Sciences, Brno, Czech Republic
| | - Petros Lymberakis
- Natural History Museum of Crete, University of Crete, Irakleio, Greece
| | - Lukáš Kratochvíl
- Department of Ecology, Faculty of Science, Charles University, Prague, Czech Republic
| | - Michail Rovatsos
- Department of Ecology, Faculty of Science, Charles University, Prague, Czech Republic
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Lei W, Liu C, Shangguan K, Zhou S, Liao G, Gao D. An efficient molecular sexing of the globally vulnerable Saunders’s Gull (Saundersilarus saundersi). CONSERV GENET RESOUR 2020. [DOI: 10.1007/s12686-020-01144-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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