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Luo R, Wang S, Li M, Zhang Y, Mo L, Zou H, Kong W. Effects of Multiscale Environmental Variables on the Taxonomic and Functional Structures of Riverine Microeukaryotic Plankton Communities: eDNA Metabarcoding and Metatranscriptomic Perspectives. ENVIRONMENTAL RESEARCH 2025; 279:121811. [PMID: 40348262 DOI: 10.1016/j.envres.2025.121811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2025] [Revised: 05/07/2025] [Accepted: 05/08/2025] [Indexed: 05/14/2025]
Abstract
Research on the impact of multiscale complex environmental variables on the structure and function of aquatic communities is currently at the forefront, yet the gene regulatory mechanisms of aquatic communities remain poorly understood. In this study, we investigated the Yongding River watershed, a model system exhibiting pronounced environmental factors across "mountain-plain-coastal" sections and three spatial scales of "basin-reach-site". Through integrated eDNA metabarcoding and metatranscriptomics, we revealed that environmental factors at different scales significantly influence riverine microeukaryotic plankton community composition and functional genes expression profiles, which may be related to basin- and reach-scale variables indirectly influencing site-scale physiochemical conditions. Under multiscale environmental gradients, community composition and functional genes expression differed across mountain-plain-coastal sections, but genes expression demonstrated remarkable spatial stability than community composition. Cross-scale environmental factors similarly impacted community composition, functional genes expression, and biogenic element metabolism, or differently influenced them in varying ways. At each scale of "basin-reach-site", the sensitivity of community composition and functional genes expression varied in their responses to different environmental factors. This decoupling of taxonomic and functional responses highlights the complexity of community-environment interactions across spatial hierarchies. This study develops a novel framework that integrates meta-omics signatures derived from environmental samples with cross-scale environmental drivers in aquatic ecosystems, effectively bridging micro-scale molecular responses with macro-scale ecosystem patterns.
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Affiliation(s)
- Rongxu Luo
- State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China
| | - Shuping Wang
- State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China.
| | - Meng Li
- Institute for Advanced Study, Shenzhen University, Shenzhen 518060, China
| | - Yaqun Zhang
- Key Laboratory of Aquatic Genomics, Ministry of Agriculture and Rural Affairs, Beijing Key Laboratory of Fishery Biotechnology, Chinese Academy of Fishery Sciences, Beijing 100141, China
| | - Lidong Mo
- Institute of Integrative Biology, ETH Zurich (Swiss Federal Institute of Technology), Zurich, Switzerland
| | - Hongguang Zou
- State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China
| | - Weijing Kong
- State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China.
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Zeng X, Liu R, Luo R, Li B, Liu J, Li Z, Wang W, Cai L, Li M, Xiao M, Ma X. Analysis of parasite communities and potentially pathogenic parasites in wild takin ( Budorcas taxicolor). Front Vet Sci 2025; 12:1555400. [PMID: 40196806 PMCID: PMC11973274 DOI: 10.3389/fvets.2025.1555400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2025] [Accepted: 03/12/2025] [Indexed: 04/09/2025] Open
Abstract
Background The endangered takin (Budorcas taxicolor) faces health risks from parasitic infections, including gastrointestinal helminths and protozoa. While previous studies have explored its gut microbiome, research on parasites remains limited. Investigating parasite diversity and its effects on takin health is crucial for effective conservation. Methods 59 fecal samples were collected from the Sichuan Tangjiahe National Nature Reserve, China, across elevations of 1,100-2,500 meters. The samples were categorized into four groups based on location. DNA was extracted using the CTAB method, amplified for 18S rRNA, and sent for sequencing. Results Analysis of takin fecal samples from Tangjiahe revealed significant differences in eukaryotic communities among the RA, RB, RC, and RD groups. Several potentially pathogenic helminths and protozoa were identified, including Oesophagostomum, Dictyocaulus, Entamoeba, and Eimeria. Some parasites, such as Aelurostrongylus, exhibited high abundance and widespread distribution. While they are harmless to takins, they are capable of infecting other animals. The correlation between parasite abundance and plant community composition suggests that certain plants may act as vectors facilitating parasite transmission. Conclusion This study highlights the potential impact of nematodes and protozoa on the health of the Sichuan takin population in Tangjiahe, while also examines the relationship between the dietary composition of takins and parasitic infections. This has important ecological and practical implications for wildlife conservation and health management.
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Affiliation(s)
- Xiangwen Zeng
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China
| | - Ruiguo Liu
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China
| | - Rongyan Luo
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China
| | - Bingying Li
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China
| | - Jianing Liu
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China
| | - Zhiguo Li
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China
| | - Weichen Wang
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China
| | - Lijun Cai
- Management Office of Tangjiahe National Nature Reserve, Qingchuan, Sichuan, China
| | - Mingfu Li
- Management Office of Tangjiahe National Nature Reserve, Qingchuan, Sichuan, China
| | - Mei Xiao
- Management Office of Tangjiahe National Nature Reserve, Qingchuan, Sichuan, China
| | - Xiaoping Ma
- Key Laboratory of Animal Disease and Human Health of Sichuan Province, College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China
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Chittavichai T, Sathitnaitham S, Utthiya S, Prompichai W, Prommarit K, Vuttipongchaikij S, Wonnapinij P. Limitations of 18S rDNA Sequence in Species-Level Classification of Dictyostelids. Microorganisms 2025; 13:275. [PMID: 40005642 PMCID: PMC11857562 DOI: 10.3390/microorganisms13020275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Revised: 01/21/2025] [Accepted: 01/22/2025] [Indexed: 02/27/2025] Open
Abstract
Dictyostelid species classification has traditionally relied on morphology, a time-intensive method requiring expert knowledge. This study evaluated the potential and limitations of using the 18S rDNA sequence for species-level classification. 18S rDNA sequences of 16 samples from the Dicty stock center, including 14 samples found in Thailand, were analyzed. Signature sequence analyses confirmed genus-level identification with high accuracy. These sequences were analyzed alongside 309 database entries retrieved from the GenBank database. The analyses confirmed genus-level identification accuracy but highlighted challenges in distinguishing species due to overlapping intraspecific and interspecific variations, negative barcoding gaps, and incorrectly grouped samples to putative taxa by species delimitation analyses. Species delimitation methods, including maximum likelihood (ML) phylogenetic analysis, achieved limited success, with ML showing the highest accuracy but not exceeding 50%. However, species with high barcoding gaps, such as Raperostelium and Rostrostelium, demonstrated potential for accurate classification. These findings support using 18S rDNA for genus-level identification and suggest its possible application for certain species. Expanded sampling is needed to improve species-level classification and to identify more robust DNA markers for dictyostelid diversity studies.
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Affiliation(s)
- Thanyaporn Chittavichai
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; (T.C.); (S.S.); (S.U.); (W.P.); (K.P.); (S.V.)
| | - Sukhita Sathitnaitham
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; (T.C.); (S.S.); (S.U.); (W.P.); (K.P.); (S.V.)
| | - Supanut Utthiya
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; (T.C.); (S.S.); (S.U.); (W.P.); (K.P.); (S.V.)
| | - Wanasilp Prompichai
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; (T.C.); (S.S.); (S.U.); (W.P.); (K.P.); (S.V.)
| | - Kamonchat Prommarit
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; (T.C.); (S.S.); (S.U.); (W.P.); (K.P.); (S.V.)
| | - Supachai Vuttipongchaikij
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; (T.C.); (S.S.); (S.U.); (W.P.); (K.P.); (S.V.)
- Centre for Advanced Studies in Tropical Natural Resources, Kasetsart University, Bangkok 10900, Thailand
- Omics Center for Agriculture, Bioresources, Food and Health, Kasetsart University, Bangkok 10900, Thailand
| | - Passorn Wonnapinij
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; (T.C.); (S.S.); (S.U.); (W.P.); (K.P.); (S.V.)
- Centre for Advanced Studies in Tropical Natural Resources, Kasetsart University, Bangkok 10900, Thailand
- Omics Center for Agriculture, Bioresources, Food and Health, Kasetsart University, Bangkok 10900, Thailand
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Krabberød AK, Stokke E, Thoen E, Skrede I, Kauserud H. The Ribosomal Operon Database: A Full-Length rDNA Operon Database Derived From Genome Assemblies. Mol Ecol Resour 2025; 25:e14031. [PMID: 39428982 DOI: 10.1111/1755-0998.14031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2024] [Revised: 06/27/2024] [Accepted: 09/27/2024] [Indexed: 10/22/2024]
Abstract
Current rDNA reference sequence databases are tailored towards shorter DNA markers, such as parts of the 16/18S marker or the internally transcribed spacer (ITS) region. However, due to advances in long-read DNA sequencing technologies, longer stretches of the rDNA operon are increasingly used in environmental sequencing studies to increase the phylogenetic resolution. There is, therefore, a growing need for longer rDNA reference sequences. Here, we present the ribosomal operon database (ROD), which includes eukaryotic full-length rDNA operons fished from publicly available genome assemblies. Full-length operons were detected in 34.1% of the 34,701 examined eukaryotic genome assemblies from NCBI. In most cases (53.1%), more than one operon variant was detected, which can be due to intragenomic operon copy variability, allelic variation in non-haploid genomes, or technical errors from the sequencing and assembly process. The highest copy number found was 5947 in Zea mays. In total, 453,697 unique operons were detected, with 69,480 operon variant clusters remaining after intragenomic clustering at 99% sequence identity. The operon length varied extensively across eukaryotes, ranging from 4136 to 16,463 bp, which will lead to considerable polymerase chain reaction (PCR) bias during amplification of the entire operon. Clustering the full-length operons revealed that the different parts (i.e., 18S, 28S, and the hypervariable regions V4 and V9 of 18S) provide divergent taxonomic resolution, with 18S, the V4 and V9 regions being the most conserved. The ROD will be updated regularly to provide an increasing number of full-length rDNA operons to the scientific community.
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Affiliation(s)
- Anders K Krabberød
- Department of Biosciences, Section for Genetics and Evolutionary Biology, University of Oslo, Oslo, Norway
| | - Embla Stokke
- Department of Biosciences, Section for Genetics and Evolutionary Biology, University of Oslo, Oslo, Norway
| | - Ella Thoen
- Department of Biosciences, Section for Genetics and Evolutionary Biology, University of Oslo, Oslo, Norway
| | - Inger Skrede
- Department of Biosciences, Section for Genetics and Evolutionary Biology, University of Oslo, Oslo, Norway
| | - Håvard Kauserud
- Department of Biosciences, Section for Genetics and Evolutionary Biology, University of Oslo, Oslo, Norway
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Bálint M, Tumusiime J, Nakintu J, Baranski D, Schardt L, Romahn J, Dusabe MC, Tolo CU, Kagoro GR, Ssenkuba F, Junginger A, Albrecht C. Environmental DNA barcoding reveals general biodiversity patterns in the large tropical rift Lake Albert. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 957:177308. [PMID: 39521085 DOI: 10.1016/j.scitotenv.2024.177308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 10/13/2024] [Accepted: 10/28/2024] [Indexed: 11/16/2024]
Abstract
Lake Albert, Africa's seventh-largest lake and a biodiversity hotspot, faces significant environmental challenges, including unregulated anthropogenic pressure and a lack of comprehensive biological studies. To address the scarcity of biodiversity data, we utilized environmental DNA (eDNA) metabarcoding to assess the lake's eukaryotic and metazoan communities. Surface water samples were collected at three distinct locations: close to the southern inflow of the Semliki River, the central part of the lake, and close to the northern inflow of the Victoria Nile and outflow of the Albert Nile. We aimed to study ecological patterns across the lake, focusing on sequence variant richness and community composition, testing for differences among locations and between shoreline and pelagic zones. Consistent with previous morphology-based observations, our results revealed differences in community composition among the three sites, with cyclopoid copepods dominating the communities. Distance from shore was a significant factor influencing community composition, confirming expectations about the effects of nutrient and oxygen availability gradients. However, the lack of comprehensive reference sequence data limited accurate taxonomic assignments. Despite these limitations, our study demonstrates that eDNA metabarcoding is highly useful for assessing biodiversity in underexplored tropical freshwater ecosystems. We advocate for urgent efforts to generate reference sequences from tropical regions to enhance the utility of eDNA for biodiversity monitoring and conservation. Our findings underscore the potential of eDNA in providing insights into ecological patterns of entire communities and emphasize the need for comprehensive studies addressing the full taxonomic spectrum in tropical freshwater ecosystems.
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Affiliation(s)
- Miklós Bálint
- Institute of Insect Biotechnology, Justus-Liebig University, Heinrich-Buff-Ring 26, 35392 Gießen, Germany; Senckenberg Biodiversity and Climate Research Centre, Senckenberganlage 25, 60325 Frankfurt am Main, Germany; LOEWE Centre for Translational Biodiversity Genomics, Senckenberganlage 25, 60325 Frankfurt am Main, Germany.
| | - Julius Tumusiime
- Mbarara University of Science and Technology, P.O Box 1410, Mbarara, Uganda; Institute of Animal Ecology and Systematics, Justus Liebig University, Heinrich-Buff-Ring 26-32, 35392 Gießen, Germany
| | - Justine Nakintu
- Mbarara University of Science and Technology, P.O Box 1410, Mbarara, Uganda
| | - Damian Baranski
- LOEWE Centre for Translational Biodiversity Genomics, Senckenberganlage 25, 60325 Frankfurt am Main, Germany
| | - Leonie Schardt
- LOEWE Centre for Translational Biodiversity Genomics, Senckenberganlage 25, 60325 Frankfurt am Main, Germany
| | - Juliane Romahn
- Institute of Insect Biotechnology, Justus-Liebig University, Heinrich-Buff-Ring 26, 35392 Gießen, Germany; Senckenberg Biodiversity and Climate Research Centre, Senckenberganlage 25, 60325 Frankfurt am Main, Germany; LOEWE Centre for Translational Biodiversity Genomics, Senckenberganlage 25, 60325 Frankfurt am Main, Germany
| | - Marie-Claire Dusabe
- Institute of Animal Ecology and Systematics, Justus Liebig University, Heinrich-Buff-Ring 26-32, 35392 Gießen, Germany
| | - Casim Umba Tolo
- Mbarara University of Science and Technology, P.O Box 1410, Mbarara, Uganda
| | | | - Francis Ssenkuba
- Mbarara University of Science and Technology, P.O Box 1410, Mbarara, Uganda
| | - Annett Junginger
- Department of Geosciences, Eberhard Karls University, Hölderlinstr. 12, 72074 Tübingen, Germany
| | - Christian Albrecht
- Mbarara University of Science and Technology, P.O Box 1410, Mbarara, Uganda; Institute of Animal Ecology and Systematics, Justus Liebig University, Heinrich-Buff-Ring 26-32, 35392 Gießen, Germany
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Chase EE, Pitot T, Bouchard S, Triplet S, Przybyla C, Gobet A, Desnues C, Blanc G. Viral dynamics in a high-rate algal pond reveals a burst of Phycodnaviridae diversity correlated with episodic algal mortality. mBio 2024; 15:e0280324. [PMID: 39530688 PMCID: PMC11633385 DOI: 10.1128/mbio.02803-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Accepted: 10/15/2024] [Indexed: 11/16/2024] Open
Abstract
This study explores virus-host dynamics in a unique environment: an industrial high-rate algal pond (HRAP). A wealth of novel DNA algal viruses are revealed, including members of Nucleocytoviricota "giant viruses" and the enigmatic Preplasmiviricota (e.g., virophages and polinton-like viruses). Several species of single-celled eukaryotic photosynthetic algae are identified (Chlorophyta) as putative hosts, with alternating dominant populations during the year of study. We specifically observe a surprising diversity of giant viruses from the family Phycodnaviridae (Nucleocytoviricota), including phylogenetically related but highly diversified genotypes appearing in the HRAP that we suggest are implicated in bloom collapse. We hypothesize that these related Phycodnaviridae lineages infect the same algal species of the genus Picochlorum that has been identified in the HRAP. This study establishes a baseline for comprehending the role viruses play in algal farming and emphasizes the necessity of controlling the viral load in future culture system development to optimize algal growth. IMPORTANCE The virosphere is ubiquitous, but we have yet to characterize many environments where viruses exist. In an industrial polyculture of microalgae, a wealth of viruses persist, their diversity and dynamics changing over time and consequently give evidence of their evolution and ecological strategies. Several notable infectious agents of the culture's algae appear, including giant viruses, polinton-like viruses, and a virophage. As our reliance and interest in algal compound-based cosmetics, pharmaceuticals, and bio-plastics increases, so must our understanding of these systems, including the unique viruses that appear there.
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Affiliation(s)
- E. E. Chase
- Microbiologie Environnementale Biotechnologie, Institut Méditerranéen d'Océanologie, Campus de Luminy, Marseille, France
- Institut hospitalo-universitaire (IHU) Méditerranée infection, Marseille, France
- Department of Microbiology, University of Tennessee Knoxville, Knoxville, Tennessee, USA
| | - T. Pitot
- Department of Biochemistry, Microbiology and Bioinformatics, Université Laval, Québec, Québec, Canada
| | - S. Bouchard
- Microbiologie Environnementale Biotechnologie, Institut Méditerranéen d'Océanologie, Campus de Luminy, Marseille, France
| | - S. Triplet
- MARBEC, Univ Montpellier, CNRS, Ifremer, IRD, Montpellier, France
| | - C. Przybyla
- MARBEC, Univ Montpellier, CNRS, Ifremer, IRD, Montpellier, France
| | - A. Gobet
- MARBEC, Univ Montpellier, CNRS, Ifremer, IRD, Montpellier, France
| | - C. Desnues
- Microbiologie Environnementale Biotechnologie, Institut Méditerranéen d'Océanologie, Campus de Luminy, Marseille, France
- Institut hospitalo-universitaire (IHU) Méditerranée infection, Marseille, France
| | - G. Blanc
- Microbiologie Environnementale Biotechnologie, Institut Méditerranéen d'Océanologie, Campus de Luminy, Marseille, France
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Thinnabut K, Rodpai R, Sanpool O, Maleewong W, Tangkawanit U. Detection of Theileria in cattle ticks (Rhipicephalus microplus) (Canestrini, 1888) in upper-northeastern Thailand. Acta Trop 2024; 260:107452. [PMID: 39489410 DOI: 10.1016/j.actatropica.2024.107452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 10/31/2024] [Accepted: 10/31/2024] [Indexed: 11/05/2024]
Abstract
Theileria parasites were investigated from cattle ticks (Rhipicephalus microplus (Canestrini, 1888)) collected in 12 provinces in upper-northeastern Thailand based on the sequences of 18S rRNA and MPSP gene. Polymerase chain reactions (PCRs) and sequencing specific regions for the 18S rRNA gene revealed two species of Theileria pathogens; T. orientalis (n = 42) and T. sinensis (n = 31) with 94.50-100 % identity. In the provinces of upper-northeastern Thailand, the nucleotide diversity of Theileria's 18S rRNA for T. sinensis and T. orientalis were 0 % and 1.3 %. respectively. The MPSP gene was used to categorize the T. orientalis genotypes. The sequences were compared with those available in the public database (GenBank) for species identification. Phylogenetic trees of Theileria were constructed from the MPSP gene sequences of our amplicons and those available in GenBank using maximum-likelihood and neighbor-joining analyses. The results revealed three identified genotypes: type 3, 5, and 7. Although the main carriers of T. orientalis are ticks in the genus Haemaphysalis, T. orientalis was the most frequently found in R. microplus in upper-northeastern Thailand. Theileria was frequent in Nong Khai, Mukdahan, and Loei, three Thai provinces that bordered the Lao PDR close to the Mekong River. Epidemiological surveys and control strategies in this region should be considered.
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Affiliation(s)
- Kanchana Thinnabut
- Department of Entomology and Plant Pathology, Faculty of Agriculture, Khon Kaen University, Khon Kaen 40002 Thailand
| | - Rutchanee Rodpai
- Department of Parasitology, Faculty of Medicine, Khon Kaen University, Khon Kaen 40002, Thailand; Mekong Health Science Research Institute, Khon Kaen University, Khon Kaen 40002, Thailand; Department of Medical Technology, Faculty of Allied Health Sciences, Nakhonratchasima College, Nakhon 30000, Ratchasima, Thailand
| | - Oranuch Sanpool
- Department of Parasitology, Faculty of Medicine, Khon Kaen University, Khon Kaen 40002, Thailand; Mekong Health Science Research Institute, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Wanchai Maleewong
- Department of Parasitology, Faculty of Medicine, Khon Kaen University, Khon Kaen 40002, Thailand; Mekong Health Science Research Institute, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Ubon Tangkawanit
- Department of Entomology and Plant Pathology, Faculty of Agriculture, Khon Kaen University, Khon Kaen 40002 Thailand.
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Zan Z, Huang X, Hussain Z, Zhong M, Hou C, Ren M, Xie X. Effects of Culture Medium Enrichment with Zinc on Astaxanthin Accumulation in a New Strain of the Microalga Dysmorphococcus globosus. PLANTS (BASEL, SWITZERLAND) 2024; 13:3338. [PMID: 39683131 DOI: 10.3390/plants13233338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Revised: 11/21/2024] [Accepted: 11/27/2024] [Indexed: 12/18/2024]
Abstract
High Zn2+ concentrations in microalgal cells that produce astaxanthin as a feed additive can reduce the symptoms of malnutrition in aquatic animals. Therefore, in this study, we analysed the effect of Zn2+ in the culture medium on the growth of a newly isolated microalgal strain Dysmorphococcus globosus ZY24. Zn2+ and white light stress altered the pigment content in microalgal cells. In addition, high Zn2+ concentrations in the culture medium altered cell morphology and chlorophyll fluorescence and also increased intracellular Zn2+ accumulation. Further, an optimal Zn2+ concentration in the culture medium promoted the synthesis of astaxanthin and other pigments. When the concentration of Zn2+ was 45.5 mg L-1, Dysmorphococcus globosus ZY24 produced 0.31 mg g-1 astaxanthin, whereas the total zinc content of the microalgae was 4337 mg kg-1. This study confirmed that microalgae have a high capacity for Zn2+ enrichment, providing a theoretical basis for studying Zn2+ enrichment in microalgae. Furthermore, Zn2+ supplementation to stimulate astaxanthin production in microalgae is a practical method to enhance their nutritional value.
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Affiliation(s)
- Zhaohui Zan
- Functional Plant Cultivation and Application Teams, Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu 610000, China
| | - Xinxin Huang
- Functional Plant Cultivation and Application Teams, Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu 610000, China
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou 450052, China
| | - Zahid Hussain
- Functional Plant Cultivation and Application Teams, Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu 610000, China
| | - Moyu Zhong
- Functional Plant Cultivation and Application Teams, Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu 610000, China
| | - Chenyang Hou
- Functional Plant Cultivation and Application Teams, Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu 610000, China
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou 450052, China
| | - Maozhi Ren
- Functional Plant Cultivation and Application Teams, Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu 610000, China
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou 450052, China
| | - Xiulan Xie
- Functional Plant Cultivation and Application Teams, Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu 610000, China
- School of Agricultural Sciences, Zhengzhou University, Zhengzhou 450052, China
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Perkins JC, Zenger KR, Liu Y, Strugnell JM. Ciguatera poisoning: A review of the ecology and detection methods for Gambierdiscus and Fukuyoa species. HARMFUL ALGAE 2024; 139:102735. [PMID: 39567072 DOI: 10.1016/j.hal.2024.102735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 10/02/2024] [Accepted: 10/02/2024] [Indexed: 11/22/2024]
Abstract
Ciguatera poisoning is the most prevalent non-bacterial seafood illness globally, with an estimated 10,000 to 50,000 human cases reported annually. While most symptoms are generally mild, some cases can result in severe and long-lasting neurological and psychological damage, and in some instances, even death. The known causative agents of ciguatera poisoning are benthic toxic dinoflagellate species belonging to the genera Gambierdiscus and Fukuyoa. These species produce highly potent ciguatoxins that bioaccumulate through the marine food chain, eventually reaching humans through seafood consumption. Although Gambierdiscus and Fukuyoa species are widespread in tropical waters worldwide, the full extent of their distribution remains uncertain. This review provides a detailed examination of the ecological dynamics of these dinoflagellates and explores the diverse range of detection methods used to monitor them. These include a focus on molecular techniques for detection, alongside morphological methods, emerging technologies, and a toxin detection overview. Additionally, we offer recommendations on how the field can advance, highlighting novel solutions and next steps for improving detection and monitoring practices. By assessing the strengths and limitations of current approaches and proposing directions for future research, this review aims to support efforts in better understanding and mitigating the risk of ciguatera poisoning.
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Affiliation(s)
- Joseph C Perkins
- Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, Townsville 4811, Qld, Australia.
| | - Kyall R Zenger
- Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, Townsville 4811, Qld, Australia
| | - Yang Liu
- College of Science and Engineering, James Cook University, Townsville 4811, Qld, Australia
| | - Jan M Strugnell
- Centre for Sustainable Tropical Fisheries and Aquaculture, James Cook University, Townsville 4811, Qld, Australia
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Dindhoria K, Manyapu V, Ali A, Kumar R. Unveiling the role of emerging metagenomics for the examination of hypersaline environments. Biotechnol Genet Eng Rev 2024; 40:2090-2128. [PMID: 37017219 DOI: 10.1080/02648725.2023.2197717] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 03/28/2023] [Indexed: 04/06/2023]
Abstract
Hypersaline ecosystems are distributed all over the globe. They are subjected to poly-extreme stresses and are inhabited by halophilic microorganisms possessing multiple adaptations. The halophiles have many biotechnological applications such as nutrient supplements, antioxidant synthesis, salt tolerant enzyme production, osmolyte synthesis, biofuel production, electricity generation etc. However, halophiles are still underexplored in terms of complex ecological interactions and functions as compared to other niches. The advent of metagenomics and the recent advancement of next-generation sequencing tools have made it feasible to investigate the microflora of an ecosystem, its interactions and functions. Both target gene and shotgun metagenomic approaches are commonly employed for the taxonomic, phylogenetic, and functional analyses of the hypersaline microbial communities. This review discusses different types of hypersaline niches, their residential microflora, and an overview of the metagenomic approaches used to investigate them. Various applications, hurdles and the recent advancements in metagenomic approaches have also been focused on here for their better understanding and utilization in the study of hypersaline microbiome.
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Affiliation(s)
- Kiran Dindhoria
- Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology Palampur, Palampur, Himachal Pradesh, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Vivek Manyapu
- Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology Palampur, Palampur, Himachal Pradesh, India
| | - Ashif Ali
- Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology Palampur, Palampur, Himachal Pradesh, India
| | - Rakshak Kumar
- Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology Palampur, Palampur, Himachal Pradesh, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
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11
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Tahir S, Hassan SS, Yang L, Ma M, Li C. Detection Methods for Pine Wilt Disease: A Comprehensive Review. PLANTS (BASEL, SWITZERLAND) 2024; 13:2876. [PMID: 39458823 PMCID: PMC11511408 DOI: 10.3390/plants13202876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Revised: 10/12/2024] [Accepted: 10/12/2024] [Indexed: 10/28/2024]
Abstract
Pine wilt disease (PWD), caused by the nematode Bursaphelenchus xylophilus, is a highly destructive forest disease that necessitates rapid and precise identification for effective management and control. This study evaluates various detection methods for PWD, including morphological diagnosis, molecular techniques, and remote sensing. While traditional methods are economical, they are limited by their inability to detect subtle or early changes and require considerable time and expertise. To overcome these challenges, this study emphasizes advanced molecular approaches such as real-time polymerase chain reaction (RT-PCR), droplet digital PCR (ddPCR), and loop-mediated isothermal amplification (LAMP) coupled with CRISPR/Cas12a, which offer fast and accurate pathogen detection. Additionally, DNA barcoding and microarrays facilitate species identification, and proteomics can provide insights into infection-specific protein signatures. The study also highlights remote sensing technologies, including satellite imagery and unmanned aerial vehicle (UAV)-based hyperspectral analysis, for their capability to monitor PWD by detecting asymptomatic diseases through changes in the spectral signatures of trees. Future research should focus on combining traditional and innovative techniques, refining visual inspection processes, developing rapid and portable diagnostic tools for field application, and exploring the potential of volatile organic compound analysis and machine learning algorithms for early disease detection. Integrating diverse methods and adopting innovative technologies are crucial to effectively control this lethal forest disease.
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Affiliation(s)
- Sana Tahir
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China; (S.T.); (L.Y.); (M.M.)
| | - Syed Shaheer Hassan
- Heilongjiang Province Key Laboratory of Sustainable Forest Ecosystem Management—Ministry of Education, School of Forestry, Northeast Forestry University, Xiang Fang District, Harbin 150040, China;
| | - Lu Yang
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China; (S.T.); (L.Y.); (M.M.)
| | - Miaomiao Ma
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China; (S.T.); (L.Y.); (M.M.)
| | - Chenghao Li
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin 150040, China; (S.T.); (L.Y.); (M.M.)
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12
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Soe Thu M, Sawaswong V, Chanchaem P, Klomkliew P, Campbell BJ, Hirankarn N, Fothergill JL, Payungporn S. Optimization of a DNA extraction protocol for improving bacterial and fungal classification based on Nanopore sequencing. Access Microbiol 2024; 6:000754.v3. [PMID: 39376590 PMCID: PMC11457918 DOI: 10.1099/acmi.0.000754.v3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 06/03/2024] [Indexed: 10/09/2024] Open
Abstract
Ribosomal RNA gene amplicon sequencing is commonly used to evaluate microbiome profiles in health and disease and document the impact of interventional treatments. Nanopore sequencing is attractive since it can provide greater classification at the species level. However, optimized protocols to target marker genes for bacterial and fungal profiling are needed. To achieve an increased taxonomic resolution, we developed extraction and full-length amplicon PCR-based approaches using Nanopore sequencing. Three lysis conditions were applied to a mock microbial community, including known bacterial and fungal species: ZymoBIOMICS lysis buffer (ML) alone, incorporating bead-beating (MLB) or bead-beating plus MetaPolyzyme enzymatic treatment (MLBE). In profiling of bacteria in comparison to reference data, MLB had more statistically different bacterial phyla and genera than the other two conditions. In fungal profiling, MLB had a significant increase of Ascomycota and a decline of Basidiomycota, subsequently failing to detect Malassezia and Cryptococcus. Also, a principal coordinates analysis plot by the Bray-Curtis metric showed a significant difference among groups for bacterial (P=0.033) and fungal (P=0.012) profiles, highlighting the importance of understanding the biases present in pretreatment. Overall, microbial profiling and diversity analysis revealed that ML and MLBE are more similar than MLB for both bacteria and fungi; therefore, using this specific pipeline, bead-beating is not recommended for whole gene amplicon sequencing. However, ML alone was suggested as an optimal approach considering DNA yield, taxonomic classification, reagent cost and hands-on time. This could be an initial proof-of-concept study for simultaneous human bacterial and fungal microbiome studies.
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Affiliation(s)
- May Soe Thu
- Joint Chulalongkorn University–University of Liverpool Doctoral Program in Biomedical Sciences and Biotechnology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
- Department of Infection Biology & Microbiomes, Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, L69 3GE, UK
- Center of Excellence in Immunology and Immune-Mediated Diseases, Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Vorthon Sawaswong
- Program in Bioinformatics and Computational Biology, Graduate School, Chulalongkorn University, Bangkok 10330, Thailand
| | - Prangwalai Chanchaem
- Center of Excellence in Systems Microbiology, Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Pavit Klomkliew
- Center of Excellence in Systems Microbiology, Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Barry J. Campbell
- Department of Infection Biology & Microbiomes, Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, L69 3GE, UK
| | - Nattiya Hirankarn
- Center of Excellence in Immunology and Immune-Mediated Diseases, Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Joanne L. Fothergill
- Department of Clinical Infection, Microbiology and Immunology, Institute of Infection, Veterinary & Ecological Sciences, University of Liverpool, Liverpool, L69 3GE, UK
| | - Sunchai Payungporn
- Center of Excellence in Systems Microbiology, Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
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13
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Anderson EM, Houck SG, Conklin CL, Tucci KL, Rodas JD, Mori KE, Armstrong LJ, Illingworth VB, Lo TW, Woods IG. Comparative analysis of tardigrade locomotion across life stage, species, and disulfiram treatment. PLoS One 2024; 19:e0310738. [PMID: 39292666 PMCID: PMC11410187 DOI: 10.1371/journal.pone.0310738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Accepted: 09/05/2024] [Indexed: 09/20/2024] Open
Abstract
Animal locomotion requires coordination between the central and peripheral nervous systems, between sensory inputs and motor outputs, and between nerves and muscles. Analysis of locomotion thus provides a comprehensive and sensitive readout of nervous system function and dysfunction. Tardigrades, the smallest known walking animals, coordinate movement of their eight legs with a relatively simple nervous system, and are a promising model for neuronal control of limb-driven locomotion. Here, we developed open-source tools for automated tracking of tardigrade locomotion in an unconstrained two-dimensional environment, for measuring multiple parameters of individual leg movements, and for quantifying interleg coordination. We used these tools to analyze >13,000 complete strides in >100 tardigrades, and identified preferred walking speeds and distinct step coordination patterns associated with those speeds. In addition, the rear legs of tardigrades, although they have distinct anatomy and step kinematics, were nonetheless incorporated into overall patterns of interleg coordination. Finally, comparisons of tardigrade locomotion across lifespan, between species, and upon disulfiram treatment suggested that neuronal regulation of high-level aspects of walking (e.g. speed, turns, walking bout initiation) operate independently from circuits controlling individual leg movements and interleg coordination.
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Affiliation(s)
- Emma M Anderson
- Department of Biology, Ithaca College, Ithaca, New York, United States of America
| | - Sierra G Houck
- Department of Biology, Ithaca College, Ithaca, New York, United States of America
| | - Claire L Conklin
- Department of Biology, Ithaca College, Ithaca, New York, United States of America
| | - Katrina L Tucci
- Department of Biology, Ithaca College, Ithaca, New York, United States of America
| | - Joseph D Rodas
- Department of Biology, Ithaca College, Ithaca, New York, United States of America
| | - Kate E Mori
- Department of Biology, Ithaca College, Ithaca, New York, United States of America
| | - Loriann J Armstrong
- Department of Biology, Ithaca College, Ithaca, New York, United States of America
| | | | - Te-Wen Lo
- Department of Biology, Ithaca College, Ithaca, New York, United States of America
| | - Ian G Woods
- Department of Biology, Ithaca College, Ithaca, New York, United States of America
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14
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Hammoudeh Y, Suresh L, Ong ZZ, Lister MM, Mohammed I, Thomas DJI, Cottell JL, Holden JM, Said DG, Dua HS, Ting DSJ. Microbiological culture versus 16S/18S rRNA gene PCR-sanger sequencing for infectious keratitis: a three-arm, diagnostic cross-sectional study. Front Med (Lausanne) 2024; 11:1393832. [PMID: 39206175 PMCID: PMC11352289 DOI: 10.3389/fmed.2024.1393832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 07/22/2024] [Indexed: 09/04/2024] Open
Abstract
Background To compare the diagnostic performance of microbiological culture and 16S/18S rRNA gene polymerase chain reaction (PCR)-Sanger sequencing for infectious keratitis (IK) and to analyse the effect of clinical disease severity on test performance and inter-test concordance. Methods This was a three-arm, diagnostic cross-sectional study. We included all eligible patients who presented with presumed bacterial/fungal keratitis to the Queen's Medical Centre, Nottingham, UK, between June 2021 and September 2022. All patients underwent simultaneous culture (either direct or indirect culture, or both) and 16S (pan-bacterial)/18S (pan-fungal) ribosomal RNA (rRNA) PCR-Sanger sequencing. The bacterial/fungal genus and species identified on culture were confirmed using matrix-assisted laser desorption/ionization-time-of-flight mass spectrometry. Relevant clinical data were also collected to analyze for any potential clinico-microbiological correlation. Main outcome measures included the diagnostic yield, test accuracy (including sensitivity and specificity), and inter-test agreement [including percent agreement and Cohen's kappa (k)]. Results A total of 81 patients (86 episodes of IK) were included in this study. All organisms identified were of bacterial origin. Diagnostic yields were similar among direct culture (52.3%), indirect culture (50.8%), and PCR (43.1%; p = 0.13). The addition of PCR enabled a positive diagnostic yield in 3 (9.7%) direct culture-negative cases. Based on composite reference standard, direct culture had the highest sensitivity (87.5%; 95% CI, 72.4-95.3%), followed by indirect culture (85.4%; 95% CI, 71.6-93.5%) and PCR (73.5%; 95% CI, 59.0-84.6%), with 100% specificity noted in all tests. Pairwise comparisons showed substantial agreement among the three tests (percent agreement = 81.8-86.2%, Cohen's k = 0.67-0.72). Clinico-microbiological correlation demonstrated higher culture-PCR concordance in cases with greater infection severity. Conclusions This study highlights a similar diagnostic performance of direct culture, indirect culture and 16S rRNA PCR for bacterial keratitis, with substantial inter-test concordance. PCR serves as a useful diagnostic adjuvant to culture, particularly in culture-negative cases or those with lesser disease severity (where culture-PCR concordance is lower).
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Affiliation(s)
- Yasmeen Hammoudeh
- Department of Ophthalmology, Queen's Medical Centre, Nottingham, United Kingdom
| | - Lakshmi Suresh
- Department of Ophthalmology, Queen's Medical Centre, Nottingham, United Kingdom
| | - Zun Zheng Ong
- New Cross Hospital Eye Infirmary, Wolverhampton, United Kingdom
| | - Michelle M. Lister
- Department of Microbiology, Queen's Medical Centre, Nottingham, United Kingdom
| | - Imran Mohammed
- School of Optometry and Vision Sciences, College of Biomedical and Life Sciences, Cardiff University, Cardiff, United Kingdom
- Academic Ophthalmology, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - D. John I. Thomas
- Micropathology Ltd., Venture Centre, University of Warwick Science Park, Coventry, United Kingdom
| | - Jennifer L. Cottell
- Micropathology Ltd., Venture Centre, University of Warwick Science Park, Coventry, United Kingdom
| | - Jennifer M. Holden
- Micropathology Ltd., Venture Centre, University of Warwick Science Park, Coventry, United Kingdom
| | - Dalia G. Said
- Department of Ophthalmology, Queen's Medical Centre, Nottingham, United Kingdom
- Academic Ophthalmology, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Harminder S. Dua
- Department of Ophthalmology, Queen's Medical Centre, Nottingham, United Kingdom
- Academic Ophthalmology, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Darren Shu Jeng Ting
- Academic Ophthalmology, School of Medicine, University of Nottingham, Nottingham, United Kingdom
- Academic Unit of Ophthalmology, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
- Birmingham and Midland Eye Centre, Sandwell and West Birmingham NHS Trust, Birmingham, United Kingdom
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15
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Ariyadasa S, van Hamelsveld S, Taylor W, Lin S, Sitthirit P, Pang L, Billington C, Weaver L. Diversity of Free-Living Amoebae in New Zealand Groundwater and Their Ability to Feed on Legionella pneumophila. Pathogens 2024; 13:665. [PMID: 39204265 PMCID: PMC11357516 DOI: 10.3390/pathogens13080665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Revised: 07/12/2024] [Accepted: 08/06/2024] [Indexed: 09/03/2024] Open
Abstract
Free-living amoebae (FLA) are common in both natural and engineered freshwater ecosystems. They play important roles in biofilm control and contaminant removal through the predation of bacteria and other taxa. Bacterial predation by FLA is also thought to contribute to pathogen dispersal and infectious disease transmission in freshwater environments via the egestion of viable bacteria. Despite their importance in shaping freshwater microbial communities, the diversity and function of FLA in many freshwater ecosystems are poorly understood. In this study, we isolated and characterized FLA from two groundwater sites in Canterbury, New Zealand using microbiological, microscopic, and molecular techniques. Different methods for groundwater FLA isolation and enrichment were trialed and optimized. The ability of these isolated FLA to predate on human pathogen Legionella pneumophila was assessed. FLA were identified by 18S metagenomic amplicon sequencing. Our study showed that Acanthamoeba spp. (including A. polyphaga) and Vermamoeba veriformis were the main FLA species present in both groundwater sites examined. While most of the isolated FLA co-existed with L. pneumophila, the FLA populations in the L. pneumophila co-culture experiments predominantly consisted of A. polyphaga, Acanthamoeba spp., Naegleria spp., V. vermiformis, Paravahlkampfia spp., and Echinamoeba spp. These observations suggest that FLA may have the potential to act as reservoirs for L. pneumophila in Canterbury, New Zealand groundwater systems and could be introduced into the local drinking water infrastructure, where they may promote the survival, multiplication, and dissemination of Legionella. This research addresses an important gap in our understanding of FLA-mediated pathogen dispersal in freshwater ecosystems.
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Affiliation(s)
| | | | | | | | | | | | - Craig Billington
- Institute of Environmental Science and Research, 27 Creyke Road, Ilam, Christchurch 8041, New Zealand (L.P.)
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16
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Mau RL, Hayer M, Purcell AM, Geisen S, Hungate BA, Schwartz E. Measurements of soil protist richness and community composition are influenced by primer pair, annealing temperature, and bioinformatics choices. Appl Environ Microbiol 2024; 90:e0080024. [PMID: 38920364 PMCID: PMC11267882 DOI: 10.1128/aem.00800-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 06/05/2024] [Indexed: 06/27/2024] Open
Abstract
Protists are a diverse and understudied group of microbial eukaryotic organisms especially in terrestrial environments. Advances in molecular methods are increasing our understanding of the distribution and functions of these creatures; however, there is a vast array of choices researchers make including barcoding genes, primer pairs, PCR settings, and bioinformatic options that can impact the outcome of protist community surveys. Here, we tested four commonly used primer pairs targeting the V4 and V9 regions of the 18S rRNA gene using different PCR annealing temperatures and processed the sequences with different bioinformatic parameters in 10 diverse soils to evaluate how primer pair, amplification parameters, and bioinformatic choices influence the composition and richness of protist and non-protist taxa using Illumina sequencing. Our results showed that annealing temperature influenced sequencing depth and protist taxon richness for most primer pairs, and that merging forward and reverse sequencing reads for the V4 primer pairs dramatically reduced the number of sequences and taxon richness of protists. The data sets of primers that targeted the same 18S rRNA gene region (e.g., V4 or V9) had similar protist community compositions; however, data sets from primers targeting the V4 18S rRNA gene region detected a greater number of protist taxa compared to those prepared with primers targeting the V9 18S rRNA region. There was limited overlap of protist taxa between data sets targeting the two different gene regions (80/549 taxa). Together, we show that laboratory and bioinformatic choices can substantially affect the results and conclusions about protist diversity and community composition using metabarcoding.IMPORTANCEEcosystem functioning is driven by the activity and interactions of the microbial community, in both aquatic and terrestrial environments. Protists are a group of highly diverse, mostly unicellular microbes whose identity and roles in terrestrial ecosystem ecology have been largely ignored until recently. This study highlights the importance of choices researchers make, such as primer pair, on the results and conclusions about protist diversity and community composition in soils. In order to better understand the roles protist taxa play in terrestrial ecosystems, biases in methodological and analytical choices should be understood and acknowledged.
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Affiliation(s)
- Rebecca L. Mau
- Center for Ecosystem Science and Society (Ecoss), Northern Arizona University, Flagstaff, Arizona, USA
- Department of Biological Sciences, Northern Arizona University, Flagstaff, Arizona, USA
| | - Michaela Hayer
- Center for Ecosystem Science and Society (Ecoss), Northern Arizona University, Flagstaff, Arizona, USA
| | - Alicia M. Purcell
- Department of Biological Sciences, Texas Tech University, Lubbock, Texas, USA
| | - Stefan Geisen
- Laboratory of Nematology, Wageningen University & Research, Wageningen, the Netherlands
| | - Bruce A. Hungate
- Center for Ecosystem Science and Society (Ecoss), Northern Arizona University, Flagstaff, Arizona, USA
- Department of Biological Sciences, Northern Arizona University, Flagstaff, Arizona, USA
| | - Egbert Schwartz
- Center for Ecosystem Science and Society (Ecoss), Northern Arizona University, Flagstaff, Arizona, USA
- Department of Biological Sciences, Northern Arizona University, Flagstaff, Arizona, USA
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17
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Graff van Creveld S, Coesel SN, Schatz MJ, Armbrust EV. New eukaryotic phytoplankton isolates from the oligotrophic tropical Pacific Ocean. JOURNAL OF PHYCOLOGY 2024; 60:598-603. [PMID: 38625734 DOI: 10.1111/jpy.13447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 03/01/2024] [Accepted: 03/05/2024] [Indexed: 04/17/2024]
Affiliation(s)
| | - Sacha N Coesel
- School of Oceanography, University of Washington, Seattle, WA, USA
| | - Megan J Schatz
- School of Oceanography, University of Washington, Seattle, WA, USA
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18
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Rey Redondo E, Xu Y, Yung CCM. Genomic characterisation and ecological distribution of Mantoniella tinhauana: a novel Mamiellophycean green alga from the Western Pacific. Front Microbiol 2024; 15:1358574. [PMID: 38774501 PMCID: PMC11106453 DOI: 10.3389/fmicb.2024.1358574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 04/12/2024] [Indexed: 05/24/2024] Open
Abstract
Mamiellophyceae are dominant marine algae in much of the ocean, the most prevalent genera belonging to the order Mamiellales: Micromonas, Ostreococcus and Bathycoccus, whose genetics and global distributions have been extensively studied. Conversely, the genus Mantoniella, despite its potential ecological importance, remains relatively under-characterised. In this study, we isolated and characterised a novel species of Mamiellophyceae, Mantoniella tinhauana, from subtropical coastal waters in the South China Sea. Morphologically, it resembles other Mantoniella species; however, a comparative analysis of the 18S and ITS2 marker genes revealed its genetic distinctiveness. Furthermore, we sequenced and assembled the first genome of Mantoniella tinhauana, uncovering significant differences from previously studied Mamiellophyceae species. Notably, the genome lacked any detectable outlier chromosomes and exhibited numerous unique orthogroups. We explored gene groups associated with meiosis, scale and flagella formation, shedding light on species divergence, yet further investigation is warranted. To elucidate the biogeography of Mantoniella tinhauana, we conducted a comprehensive analysis using global metagenomic read mapping to the newly sequenced genome. Our findings indicate this species exhibits a cosmopolitan distribution with a low-level prevalence worldwide. Understanding the intricate dynamics between Mamiellophyceae and the environment is crucial for comprehending their impact on the ocean ecosystem and accurately predicting their response to forthcoming environmental changes.
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Affiliation(s)
| | | | - Charmaine Cheuk Man Yung
- Department of Ocean Science, The Hong Kong University of Science and Technology, Kowloon, Hong Kong SAR, China
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19
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Cruz-Saavedra L, Ospina C, Patiño LH, Villar JC, Sáenz Pérez LD, Cantillo-Barraza O, Jaimes-Dueñez J, Ballesteros N, Cáceres T, Vallejo G, Ramírez JD. Enhancing Trypanosomatid Identification and Genotyping with Oxford Nanopore Sequencing: Development and Validation of an 18S rRNA Amplicon-Based Method. J Mol Diagn 2024; 26:323-336. [PMID: 38360211 DOI: 10.1016/j.jmoldx.2024.01.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 11/22/2023] [Accepted: 01/19/2024] [Indexed: 02/17/2024] Open
Abstract
Trypanosomatids, including Trypanosoma and Leishmania species, present significant medical and veterinary challenges, causing substantial economic losses, health complications, and even fatalities. Diagnosing and genotyping these species and their genotypes is often complex, involving multiple steps. This study aimed to develop an amplicon-based sequencing (ABS) method using Oxford Nanopore long-read sequencing to enhance Trypanosomatid detection and genotyping. The 18S rDNA gene was targeted for its inter-species conservation. The Trypanosomatid-ABS method effectively distinguished between 11 Trypanosoma species (including Trypanosoma evansi, Trypanosoma theileri, Trypanosoma vivax, and Trypanosoma rangeli) and 6 Trypanosoma cruzi discrete typing units (TcI to TcVI and TcBat), showing strong concordance with conventional methods (κ index of 0.729, P < 0.001). It detected co-infections between Trypanosomatid genera and T. cruzi, with a limit of detection of one parasite per mL. The method was successfully applied to human, animal, and triatomine samples. Notably, TcI predominated in chronic Chagas samples, whereas TcII and TcIV were found in the acute stage. Triatomine vectors exhibited diverse Trypanosomatid infections, with Triatoma dimidiata mainly infected with TcI and occasional TcBat co-infections, and Rhodnius prolixus showing TcI and TcII infections, along with T. rangeli co-infections and mixed TcII infections. Animals were infected with T. vivax, T. theileri, and T. evansi. The ABS method's high resolution, sensitivity, and accuracy make it a valuable tool for understanding Trypanosomatid dynamics, enhancing disease control strategies, and enabling targeted interventions.
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Affiliation(s)
- Lissa Cruz-Saavedra
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia
| | - Carlos Ospina
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia
| | - Luz H Patiño
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia
| | - Juan C Villar
- Fundación Cardioinfantil-Instituto de Cardiología, Bogotá, Colombia
| | | | | | - Jeiczon Jaimes-Dueñez
- Research Group in Animal Sciences-GRICA, Faculty of Veterinary Medicine and Zootechnics, Universidad Cooperativa de Colombia (UCC), Bucaramanga, Colombia
| | - Nathalia Ballesteros
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia
| | - Tatiana Cáceres
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia
| | - Gustavo Vallejo
- Tropical Parasitology Research Laboratory, Faculty of Sciences, Universidad del Tolima, Ibagué, Colombia
| | - Juan D Ramírez
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia; Molecular Microbiology Laboratory, Department of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.
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20
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Qi Y, Wang J, Lu N, Qi X, Yang C, Liu B, Lu Y, Gu Y, Tan W, Zhu C, Ai L, Rao J, Mao Y, Yi H, Li Y, Yue M. Potential novel Colpodella spp. (phylum Apicomplexa) and high prevalence of Colpodella spp. in goat-attached Haemaphysalis longicornis ticks in Shandong province, China. Ticks Tick Borne Dis 2024; 15:102328. [PMID: 38432073 DOI: 10.1016/j.ttbdis.2024.102328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Revised: 02/20/2024] [Accepted: 02/23/2024] [Indexed: 03/05/2024]
Abstract
Tick-borne Apicomplexan parasites pose a significant threat to both public health and animal husbandry. Identifying potential pathogenic parasites and gathering their epidemiological data are essential for prospectively preventing and controlling infections. In the present study, genomic DNA of ticks collected from two goat flocks (Goatflock1 and Goatflock2) and one dog group (Doggroup) were extracted and the 18S rRNA gene of Babesia/Theileria/Colpodella spp. was amplified by PCR and sequenced. Phylogenetic analysis was conducted based on the obtained sequences. The differences in pathogen positive rates between ticks of different groups were statistically analyzed using the Chi-square or continuity-adjusted Chi-square test. As a result, two pathogenic Theileria (T.) luwenshuni genotypes, one novel pathogenic Colpodella sp. HLJ genotype, and two potential novel Colpodella spp. (referred to as Colpodella sp. struthionis and Colpodella sp. yiyuansis in this study) were identified in the Haemaphysalis (H.) longicornis ticks. Ticks of Goatflock2 had a significantly higher positive rate of Colpodella spp. than those from Goatflock1 (χ2=92.10; P = 8.2 × 10-22) and Doggroup (χ2=42.34; P = 7.7 × 10-11), and a significantly higher positive rate of T. luwenshuni than Doggroup (χ2=5.38; P = 0.02). However, the positive rates of T. luwenshuni between Goatflock1 and Goatflock2 were not significantly different (χ2=2.02; P = 0.16), and so as the positive rates of both pathogens between Goatflock1 and Doggroup groups (P > 0.05). For either Colpodella spp. or T. luwenshuni, no significant difference was found in prevalence between male and female ticks. These findings underscore the potential importance of Colpodella spp. in domestic animal-attached ticks, as our study revealed two novel Colpodella spp. and identified Colpodella spp. in H. longicornis for the first time. The study also sheds light on goats' potential roles in the transmission of Colpodella spp. to ticks and provides crucial epidemiological data of pathogenic Theileria and Colpodella. These data may help physicians, veterinarians, and public health officers prepare suitable detection and treatment methods and develop prevention and control strategies.
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Affiliation(s)
- Yong Qi
- Huadong Research Institute for Medicine and Biotechniques, 210002, #293 Zhongshandonglu, Nanjing, Jiangsu, China
| | - Junhu Wang
- Huadong Research Institute for Medicine and Biotechniques, 210002, #293 Zhongshandonglu, Nanjing, Jiangsu, China
| | - Nianhong Lu
- Huadong Research Institute for Medicine and Biotechniques, 210002, #293 Zhongshandonglu, Nanjing, Jiangsu, China
| | - Xin Qi
- The Second People's Hospital of Yiyuan County, 256100, Zibo, Shandong, China
| | - Chaoyue Yang
- Army Medical University, 400038, Chongqing, China
| | - Bing Liu
- Department of Disease Control and Prevention, Rocket Force Characteristic Medical Center, 100088, 16 Xinjiekouwai street, Xicheng District, Beijing, China
| | - Yongfeng Lu
- Administration for Drug and Instrument Supervision and Inspection of PLAJLSF, 100071, Beijing, China
| | - Yuan Gu
- The Ninth Outpatient Department, Jinling Hospital, Medical School of Nanjing University, Nanjing, Jiangsu province, 210002, China
| | - Weilong Tan
- Huadong Research Institute for Medicine and Biotechniques, 210002, #293 Zhongshandonglu, Nanjing, Jiangsu, China
| | - Changqiang Zhu
- Huadong Research Institute for Medicine and Biotechniques, 210002, #293 Zhongshandonglu, Nanjing, Jiangsu, China
| | - Lele Ai
- Huadong Research Institute for Medicine and Biotechniques, 210002, #293 Zhongshandonglu, Nanjing, Jiangsu, China
| | - Jixian Rao
- Huadong Research Institute for Medicine and Biotechniques, 210002, #293 Zhongshandonglu, Nanjing, Jiangsu, China
| | - Yingqing Mao
- Huadong Research Institute for Medicine and Biotechniques, 210002, #293 Zhongshandonglu, Nanjing, Jiangsu, China
| | - Haiming Yi
- Huadong Research Institute for Medicine and Biotechniques, 210002, #293 Zhongshandonglu, Nanjing, Jiangsu, China
| | - Yuexi Li
- Huadong Research Institute for Medicine and Biotechniques, 210002, #293 Zhongshandonglu, Nanjing, Jiangsu, China
| | - Ming Yue
- Department of Infectious Diseases, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
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Matoute A, Maestri S, Saout M, Laghoe L, Simon S, Blanquart H, Hernandez Martinez MA, Pierre Demar M. Meat-Borne-Parasite: A Nanopore-Based Meta-Barcoding Work-Flow for Parasitic Microbiodiversity Assessment in the Wild Fauna of French Guiana. Curr Issues Mol Biol 2024; 46:3810-3821. [PMID: 38785505 PMCID: PMC11119736 DOI: 10.3390/cimb46050237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 03/06/2024] [Accepted: 04/03/2024] [Indexed: 05/25/2024] Open
Abstract
French Guiana, located in the Guiana Shield, is a natural reservoir for many zoonotic pathogens that are of considerable medical or veterinary importance. Until now, there has been limited data available on the description of parasites circulating in this area, especially on protozoan belonging to the phylum Apicomplexa; conversely, the neighbouring countries describe a high parasitic prevalence in animals and humans. Epidemiological surveillance is necessary, as new potentially virulent strains may emerge from these forest ecosystems, such as Amazonian toxoplasmosis. However, there is no standard tool for detecting protozoa in wildlife. In this study, we developed Meat-Borne-Parasite, a high-throughput meta-barcoding workflow for detecting Apicomplexa based on the Oxford Nanopore Technologies sequencing platform using the 18S gene of 14 Apicomplexa positive samples collected in French Guiana. Sequencing reads were then analysed with MetONTIIME pipeline. Thanks to a scoring rule, we were able to classify 10 samples out of 14 as Apicomplexa positive and reveal the presence of co-carriages. The same samples were also sequenced with the Illumina platform for validation purposes. For samples identified as Apicomplexa positive by both platforms, a strong positive correlation at up to the genus level was reported. Overall, the presented workflow represents a reliable method for Apicomplexa detection, which may pave the way for more comprehensive biomonitoring of zoonotic pathogens.
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Affiliation(s)
- Adria Matoute
- Tropical Biome and Immunopathophysiology (TBIP), Université de Guyane, 97300 Cayenne, France; (A.M.); (S.M.); (M.S.); (L.L.); (S.S.)
- U1019-UMR 9017-CIIL-Center for Infection and Immunity of Lille, Institut Pasteur de Lille, CHU Lille, INSERM, CNRS, Université Lille, 59000 Lille, France
| | - Simone Maestri
- Tropical Biome and Immunopathophysiology (TBIP), Université de Guyane, 97300 Cayenne, France; (A.M.); (S.M.); (M.S.); (L.L.); (S.S.)
| | - Mona Saout
- Tropical Biome and Immunopathophysiology (TBIP), Université de Guyane, 97300 Cayenne, France; (A.M.); (S.M.); (M.S.); (L.L.); (S.S.)
- U1019-UMR 9017-CIIL-Center for Infection and Immunity of Lille, Institut Pasteur de Lille, CHU Lille, INSERM, CNRS, Université Lille, 59000 Lille, France
| | - Laure Laghoe
- Tropical Biome and Immunopathophysiology (TBIP), Université de Guyane, 97300 Cayenne, France; (A.M.); (S.M.); (M.S.); (L.L.); (S.S.)
- U1019-UMR 9017-CIIL-Center for Infection and Immunity of Lille, Institut Pasteur de Lille, CHU Lille, INSERM, CNRS, Université Lille, 59000 Lille, France
| | - Stéphane Simon
- Tropical Biome and Immunopathophysiology (TBIP), Université de Guyane, 97300 Cayenne, France; (A.M.); (S.M.); (M.S.); (L.L.); (S.S.)
- U1019-UMR 9017-CIIL-Center for Infection and Immunity of Lille, Institut Pasteur de Lille, CHU Lille, INSERM, CNRS, Université Lille, 59000 Lille, France
| | | | - Miguel Angel Hernandez Martinez
- Laboratoire Associé du CNR Leishmaniose, Laboratoire Hospitalo-Universitaire de Parasitologie et Mycologie, Centre Hospitalier Andrée Rosemon, 97300 Cayenne, France;
| | - Magalie Pierre Demar
- Tropical Biome and Immunopathophysiology (TBIP), Université de Guyane, 97300 Cayenne, France; (A.M.); (S.M.); (M.S.); (L.L.); (S.S.)
- U1019-UMR 9017-CIIL-Center for Infection and Immunity of Lille, Institut Pasteur de Lille, CHU Lille, INSERM, CNRS, Université Lille, 59000 Lille, France
- Laboratoire Associé du CNR Leishmaniose, Laboratoire Hospitalo-Universitaire de Parasitologie et Mycologie, Centre Hospitalier Andrée Rosemon, 97300 Cayenne, France;
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22
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Gaonkar CC, Campbell L. A full-length 18S ribosomal DNA metabarcoding approach for determining protist community diversity using Nanopore sequencing. Ecol Evol 2024; 14:e11232. [PMID: 38606340 PMCID: PMC11007259 DOI: 10.1002/ece3.11232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Accepted: 03/21/2024] [Indexed: 04/13/2024] Open
Abstract
Protist diversity studies are frequently conducted using DNA metabarcoding methods. Currently, most studies have utilized short read sequences to assess protist diversity. One limitation of using short read sequences is the low resolution of the markers. For better taxonomic resolution longer sequences of the 18S rDNA are required because the full-length has both conserved and hypervariable regions. In this study, a new primer pair combination was used to amplify the full-length 18S rDNA and its efficacy was validated with a test community and then validated with field samples. Full-length sequences obtained with the Nanopore MinION for protist diversity from field samples were compared with Illumina MiSeq V4 and V8-V9 short reads. Sequences generated from the high-throughput sequencers are Amplicon Sequence Variants (ASVs). Metabarcoding results show high congruency among the long reads and short reads in taxonomic annotation at the major taxonomic group level; however, not all taxa could be successfully detected from sequences. Based on the criteria of ≥95% similarity and ≥1000 bp query length, 298 genera were identified by all markers in the field samples, 250 (84%) were detected by 18S, while only 226 (76%) by V4 and 213 (71%) by V8-V9. Of the total 85 dinoflagellate genera observed, 19 genera were not defined by 18S dinoflagellate ASVs compared to only three among the total 52 diatom genera. The discrepancy in this resolution is due to the lack of taxonomically available 18S reference sequences in particular for dinoflagellates. Overall, this preliminary investigation demonstrates that application of the full-length 18S rDNA approach can be successful in field studies.
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Affiliation(s)
- Chetan C. Gaonkar
- Department of OceanographyTexas A&M UniversityCollege StationTexasUSA
| | - Lisa Campbell
- Department of OceanographyTexas A&M UniversityCollege StationTexasUSA
- Department of BiologyTexas A&M UniversityCollege StationTexasUSA
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23
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Bemmelen JV, Smyth DS, Baaijens JA. Amplidiff: an optimized amplicon sequencing approach to estimating lineage abundances in viral metagenomes. BMC Bioinformatics 2024; 25:126. [PMID: 38521945 PMCID: PMC10960382 DOI: 10.1186/s12859-024-05735-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 03/08/2024] [Indexed: 03/25/2024] Open
Abstract
BACKGROUND Metagenomic profiling algorithms commonly rely on genomic differences between lineages, strains, or species to infer the relative abundances of sequences present in a sample. This observation plays an important role in the analysis of diverse microbial communities, where targeted sequencing of 16S and 18S rRNA, both well-known hypervariable genomic regions, have led to insights into microbial diversity and the discovery of novel organisms. However, the variable nature of discriminatory regions can also act as a double-edged sword, as the sought-after variability can make it difficult to design primers for their amplification through PCR. Moreover, the most variable regions are not necessarily the most informative regions for the purpose of differentiation; one should focus on regions that maximize the number of lineages that can be distinguished. RESULTS Here we present AmpliDiff, a computational tool that simultaneously finds highly discriminatory genomic regions in viral genomes of a single species, as well as primers allowing for the amplification of these regions. We show that regions and primers found by AmpliDiff can be used to accurately estimate relative abundances of SARS-CoV-2 lineages, for example in wastewater sequencing data. We obtain errors that are comparable with using whole genome information to estimate relative abundances. Furthermore, our results show that AmpliDiff is robust against incomplete input data and that primers designed by AmpliDiff also bind to genomes sampled months after the primers were selected. CONCLUSIONS With AmpliDiff we provide an effective, cost-efficient alternative to whole genome sequencing for estimating lineage abundances in viral metagenomes.
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Affiliation(s)
- Jasper van Bemmelen
- Intelligent Systems Department, Delft University of Technology, Delft, Netherlands
| | - Davida S Smyth
- Department of Natural Sciences, Texas A &M University-San Antonio, San Antonio, TX, USA
| | - Jasmijn A Baaijens
- Intelligent Systems Department, Delft University of Technology, Delft, Netherlands.
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
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24
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Stuart J, Ryan KG, Pearman JK, Thomson-Laing J, Hampton HG, Smith KF. A comparison of two gene regions for assessing community composition of eukaryotic marine microalgae from coastal ecosystems. Sci Rep 2024; 14:6442. [PMID: 38499675 PMCID: PMC10948787 DOI: 10.1038/s41598-024-56993-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 03/13/2024] [Indexed: 03/20/2024] Open
Abstract
Two gene regions commonly used to characterise the diversity of eukaryotic communities using metabarcoding are the 18S ribosomal DNA V4 and V9 gene regions. We assessed the effectiveness of these two regions for characterising diverisity of coastal eukaryotic microalgae communities (EMCs) from tropical and temperate sites. We binned amplicon sequence variants (ASVs) into the high level taxonomic groups: dinoflagellates, pennate diatoms, radial centric diatoms, polar centric diatoms, chlorophytes, haptophytes and 'other microalgae'. When V4 and V9 generated ASV abundances were compared, the V9 region generated a higher number of raw reads, captured more diversity from all high level taxonomic groups and was more closely aligned with the community composition determined using light microscopy. The V4 region did resolve more ASVs to a deeper taxonomic resolution within the dinoflagellates, but did not effectively resolve other major taxonomic divisions. When characterising these communities via metabarcoding, the use of multiple gene regions is recommended, but the V9 gene region can be used in isolation to provide high-level community biodiversity to reflect relative abundances within groups. This approach reduces the cost of sequencing multiple gene regions whilst still providing important baseline ecosystem function information.
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Affiliation(s)
- Jacqui Stuart
- School of Biological Sciences, Victoria University of Wellington, PO Box 600, Wellington, 6140, New Zealand.
- Cawthron Institute, Private Bag 2, Nelson, 7042, New Zealand.
| | - Ken G Ryan
- School of Biological Sciences, Victoria University of Wellington, PO Box 600, Wellington, 6140, New Zealand
| | - John K Pearman
- Cawthron Institute, Private Bag 2, Nelson, 7042, New Zealand
| | | | | | - Kirsty F Smith
- Cawthron Institute, Private Bag 2, Nelson, 7042, New Zealand
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25
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Thomas R, Santodomingo A, Saboya-Acosta L, Quintero-Galvis JF, Moreno L, Uribe JE, Muñoz-Leal S. Hepatozoon (Eucoccidiorida: Hepatozoidae) in wild mammals of the Americas: a systematic review. Parasit Vectors 2024; 17:108. [PMID: 38444020 PMCID: PMC10916324 DOI: 10.1186/s13071-024-06154-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 01/22/2024] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND The study of parasites provides insight into intricate ecological relationships in ecosystem dynamics, food web structures, and evolution on multiple scales. Hepatozoon Eucoccidiorida: Hepatozoidae) is a genus of protozoan hemoparasites with heteroxenous life cycles that switch infections between vertebrates and blood-feeding invertebrates. The most comprehensive review of the genus was published 26 years ago, and currently there are no harmonized data on the epizootiology, diagnostics, genotyping methods, evolutionary relationships, and genetic diversity of Hepatozoon in the Americas. METHODS Here, we provide a comprehensive review based on the PRISMA method regarding Hepatozoon in wild mammals within the American continent, in order to generate a framework for future research. RESULTS 11 out of the 35 countries of the Americas (31.4%) had data on Hepatozoon, with Carnivora and Rodentia orders having the most characterizations. Bats, ungulates, and shrews were the least affected groups. While Hepatozoon americanum, H. americanum-like, H. canis, H. didelphydis, H. felis, H. milleri, H. griseisciuri, and H. procyonis correspond to the identified species, a plethora of genospecies is pending for a formal description combining morphology and genetics. Most of the vectors of Hepatozoon in the Americas are unknown, but some flea, mite, and tick species have been confirmed. The detection of Hepatozoon has relied mostly on conventional polymerase chain reaction (PCR), and the implementation of specific real time PCR for the genus needs to be employed to improve its diagnosis in wild animals in the future. From a genetic perspective, the V4 region of the 18S rRNA gene has been widely sequenced for the identification of Hepatozoon in wild animals. However, mitochondrial and apicoplast markers should also be targeted to truly determine different species in the genus. A phylogenetic analysis of herein retrieved 18S ribosomal DNA (rDNA) sequences showed two main clades of Hepatozoon: Clade I associated with small mammals, birds, and herpetozoa, and Clade II associated with Carnivora. The topology of the tree is also reflected in the haplotype network. CONCLUSIONS Finally, our review emphasizes Hepatozoon as a potential disease agent in threatened wild mammals and the role of wild canids as spreaders of Hepatozoon infections in the Americas.
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Affiliation(s)
- Richard Thomas
- Departamento de Ciencia Animal, Facultad de Ciencias Veterinarias, Universidad de Concepción, Chillán, Chile
| | - Adriana Santodomingo
- Departamento de Ciencia Animal, Facultad de Ciencias Veterinarias, Universidad de Concepción, Chillán, Chile
| | - Liliana Saboya-Acosta
- Pontificia Universidad Javeriana, Facultad de Estudios Ambientales y Rurales, Doctorado en Estudios Ambientales y Rurales, Carrera 7 N 40-62, Bogotá, Colombia
| | - Julian F Quintero-Galvis
- Instituto de Ciencias Ambientales y Evolutivas, Universidad Austral de Chile, Valdivia, Chile
- Millenium Nucleus of Patagonian Limit of Life (LiLi), Valdivia, Chile
| | - Lucila Moreno
- Departamento de Zoología, Facultad de Ciencias Naturales y Oceanográficas, Universidad de Concepción, Concepción, Chile
| | - Juan E Uribe
- Departamento de Biodiversidad y Biología Evolutiva, Museo Nacional de Ciencias Naturales (MNCN-CSIC), Madrid, Spain
| | - Sebastián Muñoz-Leal
- Departamento de Ciencia Animal, Facultad de Ciencias Veterinarias, Universidad de Concepción, Chillán, Chile.
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26
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Abraham JS, Somasundaram S, Maurya S, Sood U, Lal R, Toteja R, Makhija S. Insights into freshwater ciliate diversity through high throughput DNA metabarcoding. FEMS MICROBES 2024; 5:xtae003. [PMID: 38450097 PMCID: PMC10917447 DOI: 10.1093/femsmc/xtae003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 01/03/2024] [Accepted: 02/21/2024] [Indexed: 03/08/2024] Open
Abstract
The freshwater bodies of India are highly biodiverse but still understudied, especially concerning ciliates. Ciliates constitute a significant portion of eukaryotic diversity and play crucial roles in microbial loops, nutrient recycling, and ecosystem maintenance. The present study aimed to elucidate ciliate diversity in three freshwater sites in the Delhi region of India: Okhla Bird Sanctuary (OBS), Sanjay Lake (SL), and Raj Ghat pond (RJ). This study represents the first investigation into the taxonomic diversity and richness of freshwater ciliates in India using a high-throughput DNA metabarcoding approach. For the analysis, total environmental DNA was extracted from the three freshwater samples, followed by sequencing of the 18S V4 barcode region and subsequent phylogenetic analyses. Operational taxonomic units (OTU) analyses revealed maximum species diversity in OBS (106), followed by SL (104) and RJ (99) sites. Ciliates from the classes Oligohymenophorea, Prostomatea, and Spirotrichea were dominant in the three sites. The study discusses the ability of the metabarcoding approach to uncover unknown and rare species. The study highlights the need for refined reference databases and cautious interpretation of the high-throughput sequencing-generated data while emphasizing the complementary nature of molecular and morphological approaches in studying ciliate diversity.
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Affiliation(s)
- Jeeva Susan Abraham
- Ciliate Biology Laboratory, Department of Zoology, Acharya Narendra Dev College, University of Delhi, Govindpuri, Kalkaji, New Delhi 110019, India
| | - Sripoorna Somasundaram
- Ciliate Biology Laboratory, Department of Zoology, Acharya Narendra Dev College, University of Delhi, Govindpuri, Kalkaji, New Delhi 110019, India
| | - Swati Maurya
- Ciliate Biology Laboratory, Department of Zoology, Acharya Narendra Dev College, University of Delhi, Govindpuri, Kalkaji, New Delhi 110019, India
| | - Utkarsh Sood
- Department of Zoology, Kirori Mal College, University of Delhi, Delhi 110007, India
| | - Rup Lal
- Ciliate Biology Laboratory, Department of Zoology, Acharya Narendra Dev College, University of Delhi, Govindpuri, Kalkaji, New Delhi 110019, India
| | - Ravi Toteja
- Ciliate Biology Laboratory, Department of Zoology, Acharya Narendra Dev College, University of Delhi, Govindpuri, Kalkaji, New Delhi 110019, India
| | - Seema Makhija
- Ciliate Biology Laboratory, Department of Zoology, Acharya Narendra Dev College, University of Delhi, Govindpuri, Kalkaji, New Delhi 110019, India
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Mthethwa-Hlongwa NP, Amoah ID, Gomez A, Davison S, Reddy P, Bux F, Kumari S. Profiling pathogenic protozoan and their functional pathways in wastewater using 18S rRNA and shotgun metagenomics. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 912:169602. [PMID: 38154626 DOI: 10.1016/j.scitotenv.2023.169602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Revised: 12/20/2023] [Accepted: 12/20/2023] [Indexed: 12/30/2023]
Abstract
Despite extensive research, little is known about the composition of eukaryotic protists in environmental samples. This is due to low parasite concentrations, the complexity of parasite diversity, and a lack of suitable reference databases and standardized protocols. To bridge this knowledge gap, this study used 18S rRNA short amplicon and shotgun metagenomic sequencing approaches to profile protozoan microbial communities as well as their functional pathways in treated and untreated wastewater samples collected from different regions of South Africa. Results demonstrated that protozoan diversity (Shannon index P-value = 0.03) and taxonomic composition (PERMANOVA, P-value = 0.02) was mainly driven by the type of wastewater samples (treated & untreated) and geographic location. However, these WWTPs were also found to contain a core community of protozoan parasites. The untreated wastewater samples revealed a predominant presence of free-living, parasitic, and potentially pathogenic protists typically found in humans and animals, ranging from Alveolata (27 %) phylum (Apicomplexa and Ciliophora) to Excavata (3.88 %) (Discoba and Parasalia) and Amoebozoa (2.84 %) (Entamoeba and Acanthamoeba). Shotgun metagenomics analyses in a subset of the untreated wastewater samples confirmed the presence of public health-importance protozoa, including Cryptosporidium species (3.48 %), Entamoeba hystolitica (6.58 %), Blastocystis hominis (2.91 %), Naegleria gruberi (2.37 %), Toxoplasma gondii (1.98 %), Cyclospora cayetanensis (1.30 %), and Giardia intestinalis (0.31 %). Virulent gene families linked to pathogenic protozoa, such as serine/threonine protein phosphatase and mucin-desulfating sulfatase were identified. Additionally, enriched pathways included thiamine diphosphate biosynthesis III, heme biosynthesis, Methylerythritol 4-Phosphate Pathway, methyl erythritol phosphate (MEP), and pentose phosphate pathways. These findings suggest that protozoan pathogens may possess metabolic and growth potential within WWTPs, posing a severe risk of transmission to humans and animals if inadequately disinfected before release. This study provides a baseline for the future investigation of diverse protozoal communities in wastewater, which are of public health importance.
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Affiliation(s)
- Nonsikelelo P Mthethwa-Hlongwa
- Institute for Water and Wastewater Technology, Durban University of Technology, Durban 4000, South Africa; Department Community Health Studies, Faculty of Health Sciences, Durban University of Technology, Durban 4000, South Africa
| | - Isaac D Amoah
- Institute for Water and Wastewater Technology, Durban University of Technology, Durban 4000, South Africa; Department of Environmental Science, The University of Arizona, Shantz Building Rm 4291177 E 4th St., Tucson, AZ 85721, USA
| | - Andres Gomez
- Department of Animal Science, University of Minnesota, St. Paul, MN, USA
| | - Sam Davison
- Department of Animal Science, University of Minnesota, St. Paul, MN, USA
| | - Poovendhree Reddy
- Department Community Health Studies, Faculty of Health Sciences, Durban University of Technology, Durban 4000, South Africa
| | - Faizal Bux
- Institute for Water and Wastewater Technology, Durban University of Technology, Durban 4000, South Africa
| | - Sheena Kumari
- Institute for Water and Wastewater Technology, Durban University of Technology, Durban 4000, South Africa.
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28
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Safonov P, Berdieva M, Nassonova E, Skarlato S, Pozdnyakov I. The first arctic strain of Rhizochromulina: Morphology, ultrastructure, and position in the evolutionary tree of the order Rhizochromulinales (Heterokontophyta, Dictyochophyceae). Eur J Protistol 2024; 92:126050. [PMID: 38150922 DOI: 10.1016/j.ejop.2023.126050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 11/29/2023] [Accepted: 12/12/2023] [Indexed: 12/29/2023]
Abstract
Rhizochromulina marina is a unicellular amoeboid alga capable of forming flagellate cells; it is a single validly named species in the genus. Besides, there are numerous environmental sequences and undescribed strains designated as Rhizochromulina sp. or R. marina. The biogeography of the genus is understudied: rhizochromulines from the Indian, Southern, and Arctic Oceans are unknown. Here, we present the description of Rhizochromulina sp. B44, which was for the first time isolated from an arctic habitat. Biofilms of this microalga grow at the bottom of a culture vessel, where neighbouring amoeboid cells form associations through a common network of pseudopodia, i.e. meroplasmodia. Pseudopodia branch, anastomose mainly during meroplasmodia formation, and are supported by microtubules that arise from the perinuclear zone. Actin filaments are localized in the cytoplasm and can be revealed only near the bases of pseudopodia. We succeeded in inducing the transformation of amoeboid cells into flagellates using a prolonged agitation of cultures. Morphological and molecular analyses revealed that the studied strain is most closely related to the type strain of R. marina. At the same time, 18S rDNA sequences of early branching-off rhizochromulinids differ significantly from Rhizochromulina sp. B44, suggesting a high divergence at the genus level.
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Affiliation(s)
- Pavel Safonov
- Institute of Cytology, Russian Academy of Sciences, Saint Petersburg 194064, Russia.
| | - Mariia Berdieva
- Institute of Cytology, Russian Academy of Sciences, Saint Petersburg 194064, Russia
| | - Elena Nassonova
- Institute of Cytology, Russian Academy of Sciences, Saint Petersburg 194064, Russia; Saint Petersburg State University, Saint Petersburg 199034, Russia
| | - Sergei Skarlato
- Institute of Cytology, Russian Academy of Sciences, Saint Petersburg 194064, Russia
| | - Ilya Pozdnyakov
- Institute of Cytology, Russian Academy of Sciences, Saint Petersburg 194064, Russia
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Sanchez D, Zapata C, Romero Y, Flores-Huarco NH, Oros O, Alvarado W, Quilcate C, Guevara-Alvarado HM, Estrada R, Coila P. Parasitism-Induced Changes in Microbial Eukaryotes of Peruvian Alpaca Gastrointestinal Tract. Life (Basel) 2024; 14:187. [PMID: 38398696 PMCID: PMC10890412 DOI: 10.3390/life14020187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 12/21/2023] [Accepted: 12/29/2023] [Indexed: 02/25/2024] Open
Abstract
Alpacas, important genetic resources in the Andean region of Peru, are vulnerable to diarrhea caused by pathogenic parasites such as Eimeria lamae and Giardia sp., which can be fatal, especially in neonates, due to their physiological immaturity and limited adaptability. The study investigated the diversity and abundance of intestinal fungi and protists in alpacas infected with Eimeria lamae and Giardia sp. compared to healthy alpacas. A total of 19 alpacas, aged between one and two months, were included. They were divided into two groups, one with pathological conditions (nine) and the other healthy (ten). Parasitological analyses for the detection of parasites and subsequent molecular analysis were performed on the collected fecal samples. The results revealed a greater diversity and abundance of protists in infected alpacas in comparison with healthy alpacas, while the fungal composition did not show significant changes. Therefore, parasitic infections affect the protist component of the alpaca gut microbiota. Also, it was observed that Blastocystis was identified in all healthy alpacas, serving as a possible marker of the health of the intestinal microbiota; in addition, Prussia and Pichia are beneficial fungi that help control diseases. This groundbreaking study in neonatal alpacas is the first to explore potential changes in the intestinal microbiota during an infectious state, underscoring the importance of further research to comprehend its effects on alpaca health and immune responses.
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Affiliation(s)
- Diana Sanchez
- Unidad de Post Grado de la Facultad de Medicina Veterinaria y Zootecnia, Universidad Nacional del Altiplano de Puno, P.O. Box 291, Puno 21001, Peru; (D.S.); (N.H.F.-H.)
| | - Celso Zapata
- Facultad de Medicina Veterinaria y Zootecnia, Universidad Nacional del Altiplano de Puno, P.O. Box 291, Puno 21001, Peru; (C.Z.); (O.O.)
| | - Yolanda Romero
- Instituto de Investigación en Bioinformática y Bioestadistica (BIOINFO), Av. Raúl Ferrero 21, Lima 15024, Peru;
- Dirección de Desarrollo Tecnológico Agrario, Instituto Nacional de Innovación Agraria (INIA), Av. La Molina 1981, Lima 15024, Peru;
| | - Nils H. Flores-Huarco
- Unidad de Post Grado de la Facultad de Medicina Veterinaria y Zootecnia, Universidad Nacional del Altiplano de Puno, P.O. Box 291, Puno 21001, Peru; (D.S.); (N.H.F.-H.)
| | - Oscar Oros
- Facultad de Medicina Veterinaria y Zootecnia, Universidad Nacional del Altiplano de Puno, P.O. Box 291, Puno 21001, Peru; (C.Z.); (O.O.)
| | - Wigoberto Alvarado
- Facultad de Ingeniería Zootecnista, Agronegocios y Biotecnología, Universidad Nacional Toribio Rodríguez de Mendoza de Amazonas (UNTRM), Cl. Higos Urco 342, Chachapoyas 01001, Peru; (W.A.); (H.M.G.-A.)
| | - Carlos Quilcate
- Dirección de Desarrollo Tecnológico Agrario, Instituto Nacional de Innovación Agraria (INIA), Av. La Molina 1981, Lima 15024, Peru;
| | - Hada M. Guevara-Alvarado
- Facultad de Ingeniería Zootecnista, Agronegocios y Biotecnología, Universidad Nacional Toribio Rodríguez de Mendoza de Amazonas (UNTRM), Cl. Higos Urco 342, Chachapoyas 01001, Peru; (W.A.); (H.M.G.-A.)
| | - Richard Estrada
- Instituto de Investigación en Bioinformática y Bioestadistica (BIOINFO), Av. Raúl Ferrero 21, Lima 15024, Peru;
- Dirección de Desarrollo Tecnológico Agrario, Instituto Nacional de Innovación Agraria (INIA), Av. La Molina 1981, Lima 15024, Peru;
| | - Pedro Coila
- Facultad de Medicina Veterinaria y Zootecnia, Universidad Nacional del Altiplano de Puno, P.O. Box 291, Puno 21001, Peru; (C.Z.); (O.O.)
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Yang SM, Kim JS, Kim E, Kim HY. Rapid and Simultaneous Authentication of Six Laver Species Using Capillary Electrophoresis-Based Multiplex PCR. Foods 2024; 13:363. [PMID: 38338499 PMCID: PMC10855616 DOI: 10.3390/foods13030363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Revised: 01/21/2024] [Accepted: 01/21/2024] [Indexed: 02/12/2024] Open
Abstract
Lavers are typically consumed in dried or seasoned forms. However, commercially processed lavers can lead to seafood fraud because it is impossible to authenticate the original species based on morphological characteristics alone. In this study, we developed a capillary electrophoresis-based multiplex polymerase chain reaction (PCR) to authenticate six different laver species. The species-specific primer sets to target the chloroplast rbcL or rbcS genes were newly designed. We successfully established both singleplex and multiplex conditions, which resulted in specific amplicons for each species (N. dentata, 274 bp; N. yezoensis, 211 bp; N. seriata, 195 bp; N. tenera, 169 bp; N. haitanensis, 127 bp; P. suborbiculata, 117 bp). Moreover, the assays were sensitive enough to detect DNA ranging from 10 to 0.1 pg of DNA. The optimized capillary electrophoresis-based multiplex PCR was successfully applied to 40 commercial laver products. In addition to detecting the laver species as stated on the commercial label, the assay discovered cases where less expensive species were mixed in. With its advantageous properties, such as short amplicon size, high specificity, and superior sensitivity, this assay could be used for the authentication of the six laver species.
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Affiliation(s)
| | | | | | - Hae-Yeong Kim
- Institute of Life Sciences & Resources, Department of Food Science and Biotechnology, Kyung Hee University, Yongin 17104, Republic of Korea; (S.-M.Y.); (J.-S.K.); (E.K.)
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31
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Owens LA, Friant S, Martorelli Di Genova B, Knoll LJ, Contreras M, Noya-Alarcon O, Dominguez-Bello MG, Goldberg TL. VESPA: an optimized protocol for accurate metabarcoding-based characterization of vertebrate eukaryotic endosymbiont and parasite assemblages. Nat Commun 2024; 15:402. [PMID: 38195557 PMCID: PMC10776621 DOI: 10.1038/s41467-023-44521-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 12/15/2023] [Indexed: 01/11/2024] Open
Abstract
Protocols for characterizing taxonomic assemblages by deep sequencing of short DNA barcode regions (metabarcoding) have revolutionized our understanding of microbial communities and are standardized for bacteria, archaea, and fungi. Unfortunately, comparable methods for host-associated eukaryotes have lagged due to technical challenges. Despite 54 published studies, issues remain with primer complementarity, off-target amplification, and lack of external validation. Here, we present VESPA (Vertebrate Eukaryotic endoSymbiont and Parasite Analysis) primers and optimized metabarcoding protocol for host-associated eukaryotic community analysis. Using in silico prediction, panel PCR, engineered mock community standards, and clinical samples, we demonstrate VESPA to be more effective at resolving host-associated eukaryotic assemblages than previously published methods and to minimize off-target amplification. When applied to human and non-human primate samples, VESPA enables reconstruction of host-associated eukaryotic endosymbiont communities more accurately and at finer taxonomic resolution than microscopy. VESPA has the potential to advance basic and translational science on vertebrate eukaryotic endosymbiont communities, similar to achievements made for bacterial, archaeal, and fungal microbiomes.
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Affiliation(s)
- Leah A Owens
- Department of Pathobiological Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI, USA.
| | - Sagan Friant
- Department of Pathobiological Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI, USA
- Department of Anthropology, The Pennsylvania State University, University Park, PA, USA
- Huck Institutes of the Life Sciences, The Pennsylvania State University, University Park, PA, USA
| | - Bruno Martorelli Di Genova
- Department of Medical Microbiology and Immunology, University of Wisconsin-Madison, Madison, WI, USA
- Department of Microbiology and Molecular Genetics, Larner College of Medicine, The University of Vermont, Burlington, VT, USA
| | - Laura J Knoll
- Department of Medical Microbiology and Immunology, University of Wisconsin-Madison, Madison, WI, USA
| | - Monica Contreras
- Center for Biophysics and Biochemistry, Venezuelan Institute of Scientific Research (IVIC), Caracas, Venezuela
| | - Oscar Noya-Alarcon
- Centro Amazónico de Investigación y Control de Enfermedades Tropicales-CAICET, Puerto Ayacucho, Amazonas, Venezuela
| | - Maria G Dominguez-Bello
- Department of Biochemistry and Microbiology, Rutgers University-New Brunswick, New Brunswick, NJ, USA
- Department of Anthropology, Rutgers University, New Brunswick, NJ, USA
- Institute for Food, Nutrition and Health, Rutgers University, New Brunswick, NJ, USA
- Canadian Institute for Advanced Research (CIFAR), Toronto, ON, Canada
| | - Tony L Goldberg
- Department of Pathobiological Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI, USA.
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Maire J, Collingro A, Tandon K, Jameson VJ, Judd LM, Horn M, Blackall LL, van Oppen MJH. Chlamydiae as symbionts of photosynthetic dinoflagellates. THE ISME JOURNAL 2024; 18:wrae139. [PMID: 39046276 PMCID: PMC11317633 DOI: 10.1093/ismejo/wrae139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 06/13/2024] [Accepted: 07/23/2024] [Indexed: 07/25/2024]
Abstract
Chlamydiae are ubiquitous intracellular bacteria and infect a wide diversity of eukaryotes, including mammals. However, chlamydiae have never been reported to infect photosynthetic organisms. Here, we describe a novel chlamydial genus and species, Candidatus Algichlamydia australiensis, capable of infecting the photosynthetic dinoflagellate Cladocopium sp. (originally isolated from a scleractinian coral). Algichlamydia australiensis was confirmed to be intracellular by fluorescence in situ hybridization and confocal laser scanning microscopy and temporally stable at the population level by monitoring its relative abundance across four weeks of host growth. Using a combination of short- and long-read sequencing, we recovered a high-quality (completeness 91.73% and contamination 0.27%) metagenome-assembled genome of A. australiensis. Phylogenetic analyses show that this chlamydial taxon represents a new genus and species within the Simkaniaceae family. Algichlamydia australiensis possesses all the hallmark genes for chlamydiae-host interactions, including a complete type III secretion system. In addition, a type IV secretion system is encoded on a plasmid and has previously been observed for only three other chlamydial species. Twenty orthologous groups of genes are unique to A. australiensis, one of which is structurally similar to a protein known from Cyanobacteria and Archaeplastida involved in thylakoid biogenesis and maintenance, hinting at potential chlamydiae interactions with the chloroplasts of Cladocopium cells. Our study shows that chlamydiae infect dinoflagellate symbionts of cnidarians, the first photosynthetic organism reported to harbor chlamydiae, thereby expanding the breadth of chlamydial hosts and providing a new contribution to the discussion around the role of chlamydiae in the establishment of the primary plastid.
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Affiliation(s)
- Justin Maire
- School of Biosciences, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Astrid Collingro
- Centre for Microbiology and Environmental Systems Science, University of Vienna, Vienna 1030, Austria
| | - Kshitij Tandon
- School of Biosciences, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Vanta J Jameson
- Department of Microbiology and Immunology, The University of Melbourne at The Peter Doherty Institute of Infection and Immunity, Parkville, VIC 3010, Australia
- Melbourne Cytometry Platform, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Louise M Judd
- Doherty Applied Microbial Genomics, Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Parkville, VIC 3010, Australia
| | - Matthias Horn
- Centre for Microbiology and Environmental Systems Science, University of Vienna, Vienna 1030, Austria
| | - Linda L Blackall
- School of Biosciences, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Madeleine J H van Oppen
- School of Biosciences, The University of Melbourne, Parkville, VIC 3010, Australia
- Australian Institute of Marine Science, Townsville, QLD 4810, Australia
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Thomy J, Sanchez F, Prioux C, Yau S, Xu Y, Mak J, Sun R, Piganeau G, Yung CCM. Unveiling Prasinovirus diversity and host specificity through targeted enrichment in the South China Sea. ISME COMMUNICATIONS 2024; 4:ycae109. [PMID: 39296779 PMCID: PMC11408933 DOI: 10.1093/ismeco/ycae109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Revised: 07/16/2024] [Accepted: 08/27/2024] [Indexed: 09/21/2024]
Abstract
Unicellular green picophytoplankton from the Mamiellales order are pervasive in marine ecosystems and susceptible to infections by prasinoviruses, large double-stranded DNA viruses within the Nucleocytoviricota phylum. We developed a double-stranded DNA virus enrichment and shotgun sequencing method, and successfully assembled 80 prasinovirus genomes from 43 samples in the South China Sea. Our research delivered the first direct estimation of 94% accuracy in correlating genome similarity to host range. Stirkingly, our analyses uncovered unexpected host-switching across diverse algal lineages, challenging the existing paradigms of host-virus co-speciation and revealing the dynamic nature of viral evolution. We also detected six instances of horizontal gene transfer between prasinoviruses and their hosts, including a novel alternative oxidase. Additionally, diversifying selection on a major capsid protein suggests an ongoing co-evolutionary arms race. These insights not only expand our understanding of prasinovirus genomic diversity but also highlight the intricate evolutionary mechanisms driving their ecological success and shaping broader virus-host interactions in marine environments.
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Affiliation(s)
- Julie Thomy
- Sorbonne Université, CNRS, Laboratoire de Biodiversité et Biotechnologies Microbiennes (LBBM), Observatoire Océanologique, F-66650 Banyuls/Mer, France
- Department of Oceanography, School of Ocean and Earth Science and Technology (SOEST), University of Hawai'i at Mānoa, Honolulu, HI 96822, United States
| | - Frederic Sanchez
- Sorbonne Université, CNRS, Biologie Intégrative des Organismes Marins (BIOM), UMR 7232, Observatoire Océanologique, F-66650 Banyuls/Mer, France
| | - Camille Prioux
- Sorbonne Université, CNRS, Laboratoire de Biodiversité et Biotechnologies Microbiennes (LBBM), Observatoire Océanologique, F-66650 Banyuls/Mer, France
- Centre Scientifique de Monaco, 8 Quai Antoine 1er, Monaco, MC 98000, Principality of Monaco
| | - Sheree Yau
- Sorbonne Université, CNRS, Laboratoire de Biodiversité et Biotechnologies Microbiennes (LBBM), Observatoire Océanologique, F-66650 Banyuls/Mer, France
| | - Yangbing Xu
- Department of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong SAR, China
| | - Julian Mak
- Department of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong SAR, China
| | - Ruixian Sun
- Department of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong SAR, China
| | - Gwenael Piganeau
- Sorbonne Université, CNRS, Laboratoire de Biodiversité et Biotechnologies Microbiennes (LBBM), Observatoire Océanologique, F-66650 Banyuls/Mer, France
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), The Hong Kong University of Science and Technology, Hong Kong SAR, China
| | - Charmaine C M Yung
- Department of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong SAR, China
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), The Hong Kong University of Science and Technology, Hong Kong SAR, China
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Curren E, Leong SCY. Plankton assemblages from microplastics of tropical coastal environments reveal high diversity and evidence of toxic species. MARINE ENVIRONMENTAL RESEARCH 2024; 193:106251. [PMID: 37952304 DOI: 10.1016/j.marenvres.2023.106251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 10/11/2023] [Accepted: 10/31/2023] [Indexed: 11/14/2023]
Abstract
Microplastics are a major constituent of plastic waste and are of an increasing global concern. Although microplastics are prevalent in marine ecosystems, the characterisation of plankton communities has been largely neglected in this aspect, especially in tropical ecosystems. To better understand the role of microplastics as a carrier of harmful plankton in marine ecosystems, epiplastic plankton communities in tropical marine ecosystems were studied from beach sediments along the Johor and Singapore Straits. Complementary analysis of microscopy and high throughput sequencing of the 16S rRNA (V3-V4) and 18S (V4) rRNA regions provided evidence that the plastisphere provided an appropriate environment to host a wide range of planktonic organisms. An average of 781 OTUs were identified across the three sampling sites. The structures of plankton communities were distinct across the sampling sites and were generally dominated by dinoflagellates, fungi and chlorophytes. We demonstrate that marine microplastics serve as microhabitats that are a host to harmful phytoplankton species, including viable resting cysts of dinoflagellates. Furthermore, plastics isolated from the location with the greatest anthropogenic influence demonstrated the greatest plankton diversity. This study presents evidence of diverse toxic plankton species present on the plastisphere and highlights its importance as a vector of the transport of harmful opportunistic species in relation to anthropogenic influence, in the marine environment.
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Affiliation(s)
- Emily Curren
- St. John's Island National Marine Laboratory, Tropical Marine Science Institute, National University of Singapore, 18 Kent Ridge Road, 119227, Singapore.
| | - Sandric Chee Yew Leong
- St. John's Island National Marine Laboratory, Tropical Marine Science Institute, National University of Singapore, 18 Kent Ridge Road, 119227, Singapore
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Andrés J, Czechowski P, Grey E, Saebi M, Andres K, Brown C, Chawla N, Corbett JJ, Brys R, Cassey P, Correa N, Deveney MR, Egan SP, Fisher JP, Vanden Hooff R, Knapp CR, Leong SCY, Neilson BJ, Paolucci EM, Pfrender ME, Pochardt MR, Prowse TAA, Rumrill SS, Scianni C, Sylvester F, Tamburri MN, Therriault TW, Yeo DCJ, Lodge DM. Environment and shipping drive environmental DNA beta-diversity among commercial ports. Mol Ecol 2023; 32:6696-6709. [PMID: 36799015 DOI: 10.1111/mec.16888] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 02/05/2023] [Accepted: 02/06/2023] [Indexed: 02/18/2023]
Abstract
The spread of nonindigenous species by shipping is a large and growing global problem that harms coastal ecosystems and economies and may blur coastal biogeographical patterns. This study coupled eukaryotic environmental DNA (eDNA) metabarcoding with dissimilarity regression to test the hypothesis that ship-borne species spread homogenizes port communities. We first collected and metabarcoded water samples from ports in Europe, Asia, Australia and the Americas. We then calculated community dissimilarities between port pairs and tested for effects of environmental dissimilarity, biogeographical region and four alternative measures of ship-borne species transport risk. We predicted that higher shipping between ports would decrease community dissimilarity, that the effect of shipping would be small compared to that of environment dissimilarity and shared biogeography, and that more complex shipping risk metrics (which account for ballast water and stepping-stone spread) would perform better. Consistent with our hypotheses, community dissimilarities increased significantly with environmental dissimilarity and, to a lesser extent, decreased with ship-borne species transport risks, particularly if the ports had similar environments and stepping-stone risks were considered. Unexpectedly, we found no clear effect of shared biogeography, and that risk metrics incorporating estimates of ballast discharge did not offer more explanatory power than simpler traffic-based risks. Overall, we found that shipping homogenizes eukaryotic communities between ports in predictable ways, which could inform improvements in invasive species policy and management. We demonstrated the usefulness of eDNA metabarcoding and dissimilarity regression for disentangling the drivers of large-scale biodiversity patterns. We conclude by outlining logistical considerations and recommendations for future studies using this approach.
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Affiliation(s)
- Jose Andrés
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, New York, USA
- Cornell Atkinson Center for Sustainability, Cornell University, Ithaca, New York, USA
| | - Paul Czechowski
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, New York, USA
- Department of Anatomy, University of Otago, Dunedin, New Zealand
- Helmholtz Institute for Metabolic, Obesity and Vascular Research, Leipzig, Germany
| | - Erin Grey
- School of Biology and Ecology and Maine Center for Genetics in the Environment, University of Maine, Orono, Maine, USA
- Division of Science, Mathematics and Technology, Governors State University, University Park, Illinois, USA
| | - Mandana Saebi
- Center for Network and Data Science (CNDS), University of Notre Dame, Notre Dame, Indiana, USA
| | - Kara Andres
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, New York, USA
- Cornell Atkinson Center for Sustainability, Cornell University, Ithaca, New York, USA
| | - Christopher Brown
- Golden Bear Research Center, California State University Maritime Academy, Vallejo, California, USA
| | - Nitesh Chawla
- Center for Network and Data Science (CNDS), University of Notre Dame, Notre Dame, Indiana, USA
| | - James J Corbett
- College of Earth, Ocean, and Environment, University of Delaware, Newark, Delaware, USA
| | - Rein Brys
- Research Institute for Nature and Forest, Geraardsbergen, Belgium
| | - Phillip Cassey
- School of Biological Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | - Nancy Correa
- Servicio de Hidrografía Naval (Ministerio de Defensa), Buenos Aires, Argentina
- Escuela de Ciencias del Mar, Sede Educativa Universitaria, Facultad de la Armada, UNDEF, Buenos Aires, Argentina
| | - Marty R Deveney
- SARDI Aquatic Science and Marine Innovation SA, South Australian Research and Development Institute, West Beach, South Australia, Australia
| | - Scott P Egan
- Department of BioSciences, Rice University, Houston, Texas, USA
| | - Joshua P Fisher
- United States Fish and Wildlife Service, Pacific Islands Fish and Wildlife Office, Honolulu, Hawaii, USA
| | | | - Charles R Knapp
- Daniel P. Haerther Center for Conservation and Research, Chicago, Illinois, USA
| | - Sandric Chee Yew Leong
- St. John's Island National Marine Laboratory, Tropical Marine Science Institute, National University of Singapore, Singapore, Singapore
| | - Brian J Neilson
- State of Hawaii Division of Aquatic Resources, Honolulu, Hawaii, USA
| | - Esteban M Paolucci
- Museo Argentino de Ciencias Naturales "Bernardino Rivadavia"-CONICET, Buenos Aires, Argentina
| | - Michael E Pfrender
- Department of Biological Sciences and Environmental Change Initiative, University of Notre Dame, Notre Dame, Indiana, USA
| | | | - Thomas A A Prowse
- School of Biological Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | - Steven S Rumrill
- Marine Resources Program, Oregon Department of Fish and Wildlife, Newport, Oregon, USA
| | - Chris Scianni
- California State Lands Commission, Marine Invasive Species Program, Long Beach, California, USA
- Instituto para el Estudio de la Biodiversidad de Invertebrados, Facultad de Ciencias Naturales, Universidad Nacional de Salta, Salta, Argentina
| | - Francisco Sylvester
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Salta, Argentina
| | - Mario N Tamburri
- Chesapeake Biological Laboratory, University of Maryland Center for Environmental Science, Solomons, Maryland, USA
| | - Thomas W Therriault
- Fisheries and Oceans Canada, Pacific Biological Station, Nanaimo, British Columbia, Canada
| | - Darren C J Yeo
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
- Lee Kong Chian Natural History Museum, National University of Singapore, Singapore, Singapore
| | - David M Lodge
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, New York, USA
- Cornell Atkinson Center for Sustainability, Cornell University, Ithaca, New York, USA
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Pallavi P, Rajhans G, Kumar V, Kumar Sen S, Raut S. Deciphering the role of fungus in degradation of polypropylene from hospital waste. Biotechnol Appl Biochem 2023; 70:1915-1924. [PMID: 37417692 DOI: 10.1002/bab.2492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 06/15/2023] [Indexed: 07/08/2023]
Abstract
Health and environmental consequences are unavoidable when it comes to management of hospital waste (HW) disposables. In order to eradicate the HW, this study isolated a novel fungus SPF21 from a hospital dumping yard to degrade Polypropylene (PP). We measured the attributes of PP inoculated with fungus using mass loss, Fourier trans-form infrared (FTIR), contact angle (CA), and scanning electron microscopy (SEM). The weight of PP exposed to SPF21 was reduced by 25% in 90 days. The SEM images reveal that there are pores all over the sample surface; they alsocaused voids during the biodegradation of PP. FTIR analysis indicates that the spectra of treated mask pieces show the absence of peak at 1746 cm-1 and the appearance of a new peak at 1643 cm-1 . A period of 90-day exposure to the fungal isolate SPF21 reduced the CA of PP by 44.8% when compared to the nonexposed PP samples, suggesting that the surface of PP turned more hydrophilic after exposure. Moreover, our study on PP degradation by the fungus Ascotricha sinuosa SPF21 appears to be promising from the perspective of environmental, health, and economic hazards. Our results indicate that biodegradation greatly facilitates fungus deposition and changes PP film morphology and hydrophilicity.
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Affiliation(s)
- Preeti Pallavi
- Center for Biotechnology, School of Pharmaceutical Sciences, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, Odisha, India
| | - Geetanjali Rajhans
- Center for Biotechnology, School of Pharmaceutical Sciences, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, Odisha, India
| | - Vikas Kumar
- Center for Biotechnology, School of Pharmaceutical Sciences, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, Odisha, India
| | - Sudip Kumar Sen
- Biostadt India Limited, Waluj, Aurangabad, Maharashtra, India
| | - Sangeeta Raut
- Center for Biotechnology, School of Pharmaceutical Sciences, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, Odisha, India
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37
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Eastwood N, Zhou J, Derelle R, Abdallah MAE, Stubbings WA, Jia Y, Crawford SE, Davidson TA, Colbourne JK, Creer S, Bik H, Hollert H, Orsini L. 100 years of anthropogenic impact causes changes in freshwater functional biodiversity. eLife 2023; 12:RP86576. [PMID: 37933221 PMCID: PMC10629823 DOI: 10.7554/elife.86576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2023] Open
Abstract
Despite efforts from scientists and regulators, biodiversity is declining at an alarming rate. Unless we find transformative solutions to preserve biodiversity, future generations may not be able to enjoy nature's services. We have developed a conceptual framework that establishes the links between biodiversity dynamics and abiotic change through time and space using artificial intelligence. Here, we apply this framework to a freshwater ecosystem with a known history of human impact and study 100 years of community-level biodiversity, climate change and chemical pollution trends. We apply explainable network models with multimodal learning to community-level functional biodiversity measured with multilocus metabarcoding, to establish correlations with biocides and climate change records. We observed that the freshwater community assemblage and functionality changed over time without returning to its original state, even if the lake partially recovered in recent times. Insecticides and fungicides, combined with extreme temperature events and precipitation, explained up to 90% of the functional biodiversity changes. The community-level biodiversity approach used here reliably explained freshwater ecosystem shifts. These shifts were not observed when using traditional quality indices (e.g. Trophic Diatom Index). Our study advocates the use of high-throughput systemic approaches on long-term trends over species-focused ecological surveys to identify the environmental factors that cause loss of biodiversity and disrupt ecosystem functions.
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Affiliation(s)
- Niamh Eastwood
- Environmental Genomics Group, School of Biosciences, University of BirminghamBirminghamUnited Kingdom
| | - Jiarui Zhou
- Environmental Genomics Group, School of Biosciences, University of BirminghamBirminghamUnited Kingdom
| | - Romain Derelle
- Environmental Genomics Group, School of Biosciences, University of BirminghamBirminghamUnited Kingdom
| | | | - William A Stubbings
- Environmental Genomics Group, School of Biosciences, University of BirminghamBirminghamUnited Kingdom
- School of Geography, Earth & Environmental Sciences, University of BirminghamBirminghamUnited Kingdom
| | - Yunlu Jia
- Department Evolutionary Ecology & Environmental Toxicology, Faculty of Biological Sciences, Goethe University FrankfurtFrankfurtGermany
| | - Sarah E Crawford
- Department Evolutionary Ecology & Environmental Toxicology, Faculty of Biological Sciences, Goethe University FrankfurtFrankfurtGermany
| | - Thomas A Davidson
- Lake Group, Department of Ecoscience, Aarhus UniversityAarhusDenmark
| | - John K Colbourne
- Environmental Genomics Group, School of Biosciences, University of BirminghamBirminghamUnited Kingdom
| | - Simon Creer
- School of Natural Sciences, Environment Centre Wales, Deiniol Road, Bangor UniversityBangorUnited Kingdom
| | - Holly Bik
- Department Marine Sciences and Institute of Bioinformatics, University of GeorgiaAthensUnited States
| | - Henner Hollert
- Department Evolutionary Ecology & Environmental Toxicology, Faculty of Biological Sciences, Goethe University FrankfurtFrankfurtGermany
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE‐TBG)FrankfurtGermany
- Department Media-related Toxicology, Institute for Molecular Biology and Applied Ecology (IME)FrankfurtGermany
| | - Luisa Orsini
- Environmental Genomics Group, School of Biosciences, University of BirminghamBirminghamUnited Kingdom
- The Alan Turing Institute, British LibraryLondonUnited Kingdom
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38
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Gaid M, Pöpke D, Reinhard A, Berzhanova R, Mukasheva T, Urich T, Mikolasch A. Characterization of the Mycoremediation of n-Alkanes and Branched-Chain Alkanes by Filamentous Fungi from Oil-Polluted Soil Samples in Kazakhstan. Microorganisms 2023; 11:2195. [PMID: 37764039 PMCID: PMC10534712 DOI: 10.3390/microorganisms11092195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 08/24/2023] [Accepted: 08/28/2023] [Indexed: 09/29/2023] Open
Abstract
For decades, researchers have focused on containing terrestrial oil pollution. The heterogeneity of soils, with immense microbial diversity, inspires them to transform pollutants and find cost-effective bioremediation methods. In this study, the mycoremediation potentials of five filamentous fungi isolated from polluted soils in Kazakhstan were investigated for their degradability of n-alkanes and branched-chain alkanes as sole carbon and energy sources. Dry weight estimation and gas chromatography-mass spectrometry (GC-MS) monitored the growth and the changes in the metabolic profile during degradation, respectively. Penicillium javanicum SBUG-M1741 and SBUG-M1742 oxidized medium-chain alkanes almost completely through mono- and di-terminal degradation. Pristane degradation by P. javanicum SBUG-M1741 was >95%, while its degradation with Purpureocillium lilacinum SBUG-M1751 was >90%. P. lilacinum SBUG-M1751 also exhibited the visible degradation potential of tetradecane and phytane, whereby in the transformation of phytane, both the mono- and di-terminal degradation pathways as well as α- and ß-oxidation steps could be described. Scedosporium boydii SBUG-M1749 used both mono- and di-terminal degradation pathways for n-alkanes, but with poor growth. Degradation of pristane by Fusarium oxysporum SBUG-M1747 followed the di-terminal oxidation mechanism, resulting in one dicarboxylic acid. These findings highlight the role of filamentous fungi in containing oil pollution and suggest possible degradation pathways.
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Affiliation(s)
- Mariam Gaid
- Institute of Microbiology, University Greifswald, Felix-Hausdorff-Straße 8, 17489 Greifswald, Germany
| | - Doreen Pöpke
- Institute of Microbiology, University Greifswald, Felix-Hausdorff-Straße 8, 17489 Greifswald, Germany
| | - Anne Reinhard
- Institute of Microbiology, University Greifswald, Felix-Hausdorff-Straße 8, 17489 Greifswald, Germany
| | - Ramza Berzhanova
- Department of Biology and Biotechnology, Al-Farabi Kazakh National University, Al-Farabi Ave. 71, Almaty 050040, Kazakhstan
| | - Togzhan Mukasheva
- Department of Biology and Biotechnology, Al-Farabi Kazakh National University, Al-Farabi Ave. 71, Almaty 050040, Kazakhstan
| | - Tim Urich
- Institute of Microbiology, University Greifswald, Felix-Hausdorff-Straße 8, 17489 Greifswald, Germany
| | - Annett Mikolasch
- Institute of Microbiology, University Greifswald, Felix-Hausdorff-Straße 8, 17489 Greifswald, Germany
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Targueta CP, Antunes AM, Machado KB, Fernandes JG, Telles MPDEC, Vieira LCG, Logares R, Nabout JC, Soares TN. Diversity of eukaryotic and prokaryotic microbiota revealed by metabarcoding in Neotropical floodplain lakes. AN ACAD BRAS CIENC 2023; 95:e20201578. [PMID: 37585965 DOI: 10.1590/0001-3765202320201578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 02/27/2023] [Indexed: 08/18/2023] Open
Abstract
The diversity of eukaryotic and prokaryotic communities has been assessed by morphological and genetic approaches, which are used to characterize the microbiota in different environments. Here, planktonic prokaryotic and eukaryotic communities of the Araguaia River, located in the Central region of Brazil, were analyzed based on metabarcoding analysis of rRNA genes to evaluate the diversity of these groups in tropical floodplain lakes. Also, we tested their spatial concordance throughout the Araguaia river. Water samples were collected from 8 floodplain lakes in Araguaia River. The 16S and 18S rRNA genes were amplified and sequenced using Illumina MiSeq. For eukaryotes, 34,242 merged reads were obtained and 225 distinct OTUs were delineated, of which 106 OTUs were taxonomically classified. For prokaryotes, 26,426 sequences were obtained and 351 OTUs were detected. Of them, 231 were classified in at least one taxonomic category. The most representative eukaryotes belonged to Ciliophora, Chlorophyta and Charophyta. The prokaryotic phylum with the most OTUs classified were Proteobacteria, Actinobacteria and Bacteroidetes. The lakes did not show spatial concordance when comparing the similarity between their microbiota. The knowledge of freshwater biodiversity using DNA sequencing for important rivers, such as Araguaia River, can improve microbiota inventories of tropical biodiversity hotspots.
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Affiliation(s)
- Cíntia P Targueta
- Programa de Pós-Graduação em Biotecnologia e Biodiversidade, Universidade Federal de Goiás, Instituto de Ciências Biológicas, Avenida Esperança, s/n, Campus Samambaia, 74690-900 Goiânia, GO, Brazil
| | - Adriana M Antunes
- Universidade Federal de Goiás, Instituto de Ciências Biológicas, Avenida Esperança, s/n, Campus Samambaia, 74690-900 Goiânia, GO, Brazil
| | - Karine B Machado
- Universidade Estadual de Goiás (UEG), Campus Central, BR 153, Fazenda Barreiro do Meio, N° 3105, 75132-903 Anápolis, GO, Brazil
| | - Jordana G Fernandes
- Escola de Ciências Médicas e da Vida, Pontifícia Universidade Católica de Goiás, Rua 235, 722, Setor Leste Universitário, 74605-050 Goiânia, GO, Brazil
| | - Mariana P DE C Telles
- Escola de Ciências Médicas e da Vida, Pontifícia Universidade Católica de Goiás, Rua 235, 722, Setor Leste Universitário, 74605-050 Goiânia, GO, Brazil
| | - Ludgero C Galli Vieira
- Universidade de Brasília (UnB), Campus Planaltina, Área Universitária 1, Vila Nossa Senhora de Fátima, 73345-010 Planaltina, DF, Brazil
| | - Ramiro Logares
- Instituto de Ciências del Mar, Departamento de Biologia Marinha e Oceanografia CSIC, 08003, Barcelona, Spain
| | - João C Nabout
- Universidade Estadual de Goiás (UEG), Campus Central, BR 153, Fazenda Barreiro do Meio, N° 3105, 75132-903 Anápolis, GO, Brazil
| | - Thannya N Soares
- Universidade Federal de Goiás, Instituto de Ciências Biológicas, Avenida Esperança, s/n, Campus Samambaia, 74690-900 Goiânia, GO, Brazil
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40
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Li L, Qu L, Li T. The effects of Selenohomolanthionine supplementation on the rumen eukaryotic diversity of Shaanbei white cashmere wether goats. Sci Rep 2023; 13:13134. [PMID: 37573461 PMCID: PMC10423290 DOI: 10.1038/s41598-023-39953-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 08/02/2023] [Indexed: 08/14/2023] Open
Abstract
Selenium (Se) is an important microelement for animal health. However, the knowledge about the effects of Se supplementation on rumen eukaryotic community remains less explored. In this study, the ruminal eukaryotic diversity in three months old Shaanbei white cashmere wether goats, with body weight (26.18 ± 2.71) kg, fed a basal diet [0.016 mg/kg Se dry matter (DM), control group (CG)] were compared to those animals given basal diet supplemented with different levels of organic Se in the form of Selenohomolanthionine (SeHLan), namely low Se group (LSE, 0.3 mg/kg DM), medium Se group (MSE, 0.6 mg/kg Se DM) and high Se group (HSE, 1.2 mg/kg DM) using 18S rRNA amplicon sequencing. Illumina sequencing generated 2,623,541 reads corresponding to 3123 operational taxonomic units (OTUs). Taxonomic analysis revealed that Eukaryota (77.95%) and Fungi (14.10%) were the dominant eukaryotic kingdom in all samples. The predominant rumen eukaryotic phylum was found to be Ciliophora (92.14%), while fungal phyla were dominated by Ascomycota (40.77%), Basidiomycota (23.77%), Mucoromycota (18.32%) and unidentified_Fungi (13.89%). The dominant eukaryotic genera were found to be Entodinium (55.44%), Ophryoscolex (10.51%) and Polyplastron (10.19%), while the fungal genera were dominanted by Mucor (15.39%), Pichia (9.88%), Aspergillu (8.24%), Malassezia (7.73%) and unidentified_Neocallimastigaceae (7.72%). The relative abundance of eukaryotic genera Ophryoscolex, Enoploplastron and fungal genus Mucor were found to differ significantly among the four treatment groups (P < 0.05). Moreover, Spearman correlation analysis revealed that the ciliate protozoa and fungi were negatively correlated with each other. The results of this study provided newer information about the effects of Se on rumen eukaryotic diversity patterns using 18s rRNA high-throughput sequencing technology.
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Affiliation(s)
- Longping Li
- Shaanxi Provincial Engineering and Technology Research Center of Cashmere Goats, Yulin University, Yulin, 719000, China.
| | - Lei Qu
- Shaanxi Provincial Engineering and Technology Research Center of Cashmere Goats, Yulin University, Yulin, 719000, China
| | - Tuo Li
- Shaanxi Provincial Engineering and Technology Research Center of Cashmere Goats, Yulin University, Yulin, 719000, China
- College of Life Sciences, Yulin University, Yulin, 719000, China
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41
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Baricevic A, Maric Pfannkuchen D, Smodlaka Tankovic M, Knjaz M, Vlasicek I, Grizancic L, Kogovsek T, Pfannkuchen M. Identification of the heterotrophic nanoflagellate Bilabrum latius in the southern Adriatic (Mediterranean Sea). Eur J Protistol 2023; 90:125999. [PMID: 37352685 DOI: 10.1016/j.ejop.2023.125999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 05/23/2023] [Accepted: 06/06/2023] [Indexed: 06/25/2023]
Abstract
Heterotrophic flagellates (HF) represent an important protist group in marine ecosystem functioning. Characterised by high taxonomic diversity, identification and classification of HF is often difficult using classical methods of light microscopy (LM). Complementing LM with molecular methods, such as barcoding, enables reliable taxonomic identification of even small size nanoflagellates that share similar or unnoticeable morphological features. The order Bicosoecida is a group of heterotrophic nanoflagellates that are important part of protist plankton and benthic communities of the world oceans. Recently, on the basis of high-resolution light microscopy and barcoding, a new bicosoecid genus, Bilabrum, was described with B. latius sp. as a type species. Our study reports on identification of B. latius from co-culture with the diatom species Chaetoceros affinis isolated from fresh plankton samples collected in the southern Adriatic. This detection of the Adriatic B.latius represents first record of this species outside itś up to now known and described habitat (deep-sea sediment of the South - East Atlantic Ocean) and in diatom co-culture.
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Affiliation(s)
- Ana Baricevic
- Ruđer Bošković Institute, Center for Marine Research, G. Paliaga 5, Rovinj, Croatia.
| | | | | | - Mia Knjaz
- Ruđer Bošković Institute, Center for Marine Research, G. Paliaga 5, Rovinj, Croatia
| | - Ivan Vlasicek
- Ruđer Bošković Institute, Center for Marine Research, G. Paliaga 5, Rovinj, Croatia
| | - Lana Grizancic
- Ruđer Bošković Institute, Center for Marine Research, G. Paliaga 5, Rovinj, Croatia
| | - Tjasa Kogovsek
- Ruđer Bošković Institute, Center for Marine Research, G. Paliaga 5, Rovinj, Croatia
| | - Martin Pfannkuchen
- Ruđer Bošković Institute, Center for Marine Research, G. Paliaga 5, Rovinj, Croatia
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Sarabeev V, Ovcharenko M, Jarosiewicz A, Ahmed A, Sueiro RA, Leiro JM. Database on eukaryotic symbionts of native and invasive gammarids (Crustacea, Amphipoda) in the Baltic region of Poland with information on water parameters for sampling sites. Data Brief 2023; 49:109308. [PMID: 37360672 PMCID: PMC10285533 DOI: 10.1016/j.dib.2023.109308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 04/25/2023] [Accepted: 06/05/2023] [Indexed: 06/28/2023] Open
Abstract
This dataset documents the diversity of eukaryotic endo- and epibiotic organisms from 612 host individuals of seven gammarid (Amphipoda) species (Gammarus pulex, Gammarus zaddachi, Gammarus roeselii, Gammarus tigrinus, Dikerogammarus villosus, Pontogammarus robustoides, Echinogammarus ischnus) of native and invasive origin in the Baltic region of Poland. We identify 60 symbiotic species of nine phyla from 16 localities of freshwater and brackish habitats. Twenty-nine symbiotic species belonged to the Ciliophora, 12 to Apicomplexa, 8 to Microsporidia, 3 to Platyhelminthes, 2 to Acanthocephala, 2 to Nematoda, 2 to Rotifera, 1 to Choanozoa and 1 to Nematomorha. The material in this Data in Brief paper is composed of three Microsoft® Excel files. The first file represents the raw data on the number of individuals (infrapopulation size) of each eukaryotic symbiont taxa recorded in each host individual and location. The data set contains information on the assemblage of symbionts per host individual in one table-matrix; macro- (host) and symbiont taxa name, host length, the date of collection, the geographic coordinates and locality name in columns; and amphipod host specimens in lines. The second file reports the symbiont species list (the species breakdown by phyla in spreadsheets) with information on host species, sampling date, locality and geographic coordinates, infection site, obtained sequences (if the case), brief morphological characteristics and microphotographs. The third file reports measured water parameters, habitat features and host density per sample. We generate the present dataset to evaluate the richness, diversity, population and community features of symbiotic organisms in native and invasive gammarid hosts in Poland. Biological sciences: ParasitologyEnvironmental Science: Ecology; Hydrology and Water Quality.
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Affiliation(s)
- Volodimir Sarabeev
- Department of Biology, Zaporizhzhia National University, Zhukovskogo 66, 69063 Zaporizhzhia, Ukraine
- Institute of Parasitology, Slovak Academy of Sciences, Hlinkova 3, 04001 Košice, Slovak Republic
| | - Mykola Ovcharenko
- Institute of Biology and Science of Earth, Pomeranian University in Słupsk, Arciszewskiego 22b, 76200 Słupsk, Poland
| | - Anna Jarosiewicz
- Institute of Biology and Science of Earth, Pomeranian University in Słupsk, Arciszewskiego 22b, 76200 Słupsk, Poland
| | - Abdulmalik Ahmed
- Department of Biology, Zaporizhzhia National University, Zhukovskogo 66, 69063 Zaporizhzhia, Ukraine
| | - Rosa Ana Sueiro
- Department of Microbiology and Parasitology, Institute of Research in Biological and Chemical Analysis, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Jose Manuel Leiro
- Department of Microbiology and Parasitology, Institute of Research in Biological and Chemical Analysis, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain
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43
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Kezlya E, Tseplik N, Kulikovskiy M. Genetic Markers for Metabarcoding of Freshwater Microalgae: Review. BIOLOGY 2023; 12:1038. [PMID: 37508467 PMCID: PMC10376359 DOI: 10.3390/biology12071038] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 07/14/2023] [Accepted: 07/18/2023] [Indexed: 07/30/2023]
Abstract
The metabarcoding methods for studying the diversity of freshwater microalgae and routine biomonitoring are actively used in modern research. A lot of experience has been accumulated already, and many methodological questions have been solved (such as the influence of the methods and time of sample conservation, DNA extraction and bioinformatical processing). The reproducibility of the method has been tested and confirmed. However, one of the main problems-choosing a genetic marker for the study-still lacks a clear answer. We analyzed 70 publications and found out that studies on eukaryotic freshwater microalgae use 12 markers (different nuclear regions 18S and ITS and plastids rbcL, 23S and 16S). Each marker has its peculiarities; they amplify differently and have various levels of efficiency (variability) in different groups of algae. The V4 and V9 18S and rbcL regions are used most often. We concentrated especially on the studies that compare the results of using different markers and microscopy. We summarize the data on the primers for each region and on how the choice of a marker affects the taxonomic composition of a community.
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Affiliation(s)
- Elena Kezlya
- Laboratory of Molecular Systematics of Aquatic Plants, K.A. Timiryazev Institute of Plant Physiology RAS, IPP RAS, 127276 Moscow, Russia
| | - Natalia Tseplik
- Laboratory of Molecular Systematics of Aquatic Plants, K.A. Timiryazev Institute of Plant Physiology RAS, IPP RAS, 127276 Moscow, Russia
| | - Maxim Kulikovskiy
- Laboratory of Molecular Systematics of Aquatic Plants, K.A. Timiryazev Institute of Plant Physiology RAS, IPP RAS, 127276 Moscow, Russia
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Petrone BL, Aqeel A, Jiang S, Durand HK, Dallow EP, McCann JR, Dressman HK, Hu Z, Tenekjian CB, Yancy WS, Lin PH, Scialla JJ, Seed PC, Rawls JF, Armstrong SC, Stevens J, David LA. Diversity of plant DNA in stool is linked to dietary quality, age, and household income. Proc Natl Acad Sci U S A 2023; 120:e2304441120. [PMID: 37368926 PMCID: PMC10319039 DOI: 10.1073/pnas.2304441120] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 05/10/2023] [Indexed: 06/29/2023] Open
Abstract
Eating a varied diet is a central tenet of good nutrition. Here, we develop a molecular tool to quantify human dietary plant diversity by applying DNA metabarcoding with the chloroplast trnL-P6 marker to 1,029 fecal samples from 324 participants across two interventional feeding studies and three observational cohorts. The number of plant taxa per sample (plant metabarcoding richness or pMR) correlated with recorded intakes in interventional diets and with indices calculated from a food frequency questionnaire in typical diets (ρ = 0.40 to 0.63). In adolescents unable to collect validated dietary survey data, trnL metabarcoding detected 111 plant taxa, with 86 consumed by more than one individual and four (wheat, chocolate, corn, and potato family) consumed by >70% of individuals. Adolescent pMR was associated with age and household income, replicating prior epidemiologic findings. Overall, trnL metabarcoding promises an objective and accurate measure of the number and types of plants consumed that is applicable to diverse human populations.
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Affiliation(s)
- Brianna L. Petrone
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC27710
- Medical Scientist Training Program, Duke University School of Medicine, Durham, NC27710
| | - Ammara Aqeel
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC27710
| | - Sharon Jiang
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC27710
| | - Heather K. Durand
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC27710
| | - Eric P. Dallow
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC27710
| | - Jessica R. McCann
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC27710
| | - Holly K. Dressman
- Duke Microbiome Core Facility, Center for Genomic and Computational Biology, Duke University, Durham, NC27710
| | - Zhengzheng Hu
- Duke Microbiome Core Facility, Center for Genomic and Computational Biology, Duke University, Durham, NC27710
| | | | - William S. Yancy
- Duke Lifestyle and Weight Management Center, Durham, NC27710
- Department of Medicine, Duke University School of Medicine, Durham, NC27710
| | - Pao-Hwa Lin
- Department of Medicine, Nephrology Division, Sarah W. Stedman Nutrition and Metabolism Center, Duke University Medical Center, Durham, NC27705
| | - Julia J. Scialla
- Department of Medicine, University of Virginia School of Medicine, Charlottesville, VA22903
- Department of Public Health Sciences, University of Virginia School of Medicine, Charlottesville, VA22903
| | - Patrick C. Seed
- Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL60611
| | - John F. Rawls
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC27710
- Duke Microbiome Center, Duke University School of Medicine, Durham, NC27710
| | - Sarah C. Armstrong
- Department of Pediatrics, Duke University School of Medicine, Durham, NC27710
| | - June Stevens
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC27599
| | - Lawrence A. David
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC27710
- Duke Microbiome Center, Duke University School of Medicine, Durham, NC27710
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45
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Bukin YS, Mikhailov IS, Petrova DP, Galachyants YP, Zakharova YR, Likhoshway YV. The effect of metabarcoding 18S rRNA region choice on diversity of microeukaryotes including phytoplankton. World J Microbiol Biotechnol 2023; 39:229. [PMID: 37341802 DOI: 10.1007/s11274-023-03678-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 06/13/2023] [Indexed: 06/22/2023]
Abstract
Metabarcoding using high throughput sequencing of amplicons of the 18S rRNA gene is one of the widely used methods for assessing the diversity of microeukaryotes in various ecosystems. We investigated the effectiveness of the V4 and V8-V9 regions of the 18S rRNA gene by comparing the results of metabarcoding microeukaryotic communities using the DADA2 (ASV), USEARCH-UNOISE3 (ZOTU), and USEARCH-UPARSE (OTU with 97% similarity) algorithms. Both regions showed similar levels of genetic variability and taxa identification accuracy. Richness for DADA2 datasets of both regions was lower than for UNOISE3 and UPARSE datasets, which is due to more accurate error correction in amplicons. Microeukaryotic communities (autotrophs and heterotrophs) structure identified using both regions showed a significant relationship with phytoplankton (autotrophs) communities structure based on microscopy in a seasonal freshwater sample series. The strongest relationship was found between the phytoplankton species and V8-V9 ASVs produced by DADA2.
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Affiliation(s)
- Yuri S Bukin
- Limnological Institute, Siberian Branch of the Russian Academy of Sciences, Irkutsk, Russia
| | - Ivan S Mikhailov
- Limnological Institute, Siberian Branch of the Russian Academy of Sciences, Irkutsk, Russia.
| | - Darya P Petrova
- Limnological Institute, Siberian Branch of the Russian Academy of Sciences, Irkutsk, Russia
| | - Yuri P Galachyants
- Limnological Institute, Siberian Branch of the Russian Academy of Sciences, Irkutsk, Russia
| | - Yulia R Zakharova
- Limnological Institute, Siberian Branch of the Russian Academy of Sciences, Irkutsk, Russia
| | - Yelena V Likhoshway
- Limnological Institute, Siberian Branch of the Russian Academy of Sciences, Irkutsk, Russia
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46
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Ferreira SCM, Jarquín-Díaz VH, Heitlinger E. Amplicon sequencing allows differential quantification of closely related parasite species: an example from rodent Coccidia (Eimeria). Parasit Vectors 2023; 16:204. [PMID: 37330545 PMCID: PMC10276917 DOI: 10.1186/s13071-023-05800-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 05/03/2023] [Indexed: 06/19/2023] Open
Abstract
BACKGROUND Quantifying infection intensity is a common goal in parasitological studies. We have previously shown that the amount of parasite DNA in faecal samples can be a biologically meaningful measure of infection intensity, even if it does not agree well with complementary counts of transmission stages (oocysts in the case of Coccidia). Parasite DNA can be quantified at relatively high throughput using quantitative polymerase chain reaction (qPCR), but amplification needs a high specificity and does not simultaneously distinguish between parasite species. Counting of amplified sequence variants (ASVs) from high-throughput marker gene sequencing using a relatively universal primer pair has the potential to distinguish between closely related co-infecting taxa and to uncover the community diversity, thus being both more specific and more open-ended. METHODS We here compare qPCR to the sequencing-based amplification using standard PCR and a microfluidics-based PCR to quantify the unicellular parasite Eimeria in experimentally infected mice. We use multiple amplicons to differentially quantify Eimeria spp. in a natural house mouse population. RESULTS We show that sequencing-based quantification has high accuracy. Using a combination of phylogenetic analysis and the co-occurrence network, we distinguish three Eimeria species in naturally infected mice based on multiple marker regions and genes. We investigate geographical and host-related effects on Eimeria spp. community composition and find, as expected, prevalence to be largely explained by sampling locality (farm). Controlling for this effect, the novel approach allowed us to find body condition of mice to be negatively associated with Eimeria spp. abundance. CONCLUSIONS We conclude that amplicon sequencing provides the underused potential for species distinction and simultaneous quantification of parasites in faecal material. The method allowed us to detect a negative effect of Eimeria infection on the body condition of mice in the natural environment.
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Affiliation(s)
- Susana C. M. Ferreira
- Division of Computational Systems Biology, Center for Microbiology and Ecological Systems Science, University of Vienna, Djerassipl. 1, 1030 Vienna, Austria
- Institute for Biology. Department of Molecular Parasitology, Humboldt-Universität zu Berlin (HU), Philippstr. 13, Haus 14, 10115 Berlin, Germany
| | - Víctor Hugo Jarquín-Díaz
- Institute for Biology. Department of Molecular Parasitology, Humboldt-Universität zu Berlin (HU), Philippstr. 13, Haus 14, 10115 Berlin, Germany
- Leibniz-Institut Für Zoo- Und Wildtierforschung (IZW) im Forschungsverbund Berlin E.V., Alfred-Kowalke-Straße 17, 10315 Berlin, Germany
- Experimental and Clinical Research Center, a cooperation between the Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association and the Charité - Universitätsmedizin Berlin, Berlin, Germany
- Experimental and Clinical Research Center, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Lindenberger Weg 80, 13125 Berlin, Germany
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Emanuel Heitlinger
- Institute for Biology. Department of Molecular Parasitology, Humboldt-Universität zu Berlin (HU), Philippstr. 13, Haus 14, 10115 Berlin, Germany
- Leibniz-Institut Für Zoo- Und Wildtierforschung (IZW) im Forschungsverbund Berlin E.V., Alfred-Kowalke-Straße 17, 10315 Berlin, Germany
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Baeshen NN, Baz L, Shami AY, Ashy RA, Jalal RS, Abulfaraj AA, Refai M, Majeed MA, Abuzahrah SS, Abdelkader H, Baeshen NA, Baeshen MN. Composition, Abundance, and Diversity of the Soil Microbiome Associated with the Halophytic Plants Tamarix aphylla and Halopeplis perfoliata on Jeddah Seacoast, Saudi Arabia. PLANTS (BASEL, SWITZERLAND) 2023; 12:plants12112176. [PMID: 37299153 DOI: 10.3390/plants12112176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 05/19/2023] [Accepted: 05/23/2023] [Indexed: 06/12/2023]
Abstract
The coast of the Red Sea in Jeddah City is home to a unique microbial community that has adapted to extreme environmental conditions. Therefore, it is essential to characterize the microbial community in this unique microbiome to predict how environmental changes will affect it. The aim of this study was to conduct metagenomic sequencing of 16S rRNA and ITS rRNA genes for the taxonomic classification of the microbial community in soil samples associated with the halophytic plants Tamarix aphylla and Halopeplis perfoliata. Fifteen soil samples were collected in triplicate to enhance robustness and minimize sampling bias. Firstly, to identify novel microbial candidates, the gDNAs were isolated from the saline soil samples surrounding each plant, and then bacterial 16S (V3-V4) and fungal ITS1 regions were sequenced utilizing a high-throughput approach (next-generation sequencing; NGS) on an Illumina MiSeq platform. Quality assessment of the constructed amplicon libraries was conducted using Agilent Bioanalyzer and fluorometric quantification methods. The raw data were processed and analyzed using the Pipeline (Nova Lifetech, Singapore) for bioinformatics analysis. Based on the total number of readings, it was determined that the phylum Actinobacteriota was the most prevalent in the soil samples examined, followed by the phylum Proteobacteria. Based on ITS rRNA gene analysis, the alpha and beta fungal diversity in the studied soil samples revealed that the fungal population is structured into various groups according to the crust (c) and/or rhizosphere (r) plant parts. Fungal communities in the soil samples indicated that Ascomycota and Basidiomycota were the two most abundant phyla based on the total amount of sequence reads. Secondly, heat-map analysis of the diversity indices showed that the bacterial alpha diversity, as measured by Shannon, Simpson, and InvSimpson, was associated with soil crust (Hc and Tc enclosing H. perfoliata and T. aphylla, respectively) and that the soil rhizosphere (Hr and Tr) was strongly correlated with bacterial beta diversity. Finally, fungal-associated Tc and Hc samples clustered together, according to observations made using the Fisher and Chao1 methods, and Hr and Tr samples clustered together according to Shannon, Simpson, and InvSimpson analyses. As a result of the soil investigation, potential agents that have been identified could lead to innovative agricultural, medical, and industrial applications.
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Affiliation(s)
- Naseebh N Baeshen
- Department of Biology, College of Sciences and Arts at Khulais, University of Jeddah, Jeddah 21959, Saudi Arabia
| | - Lina Baz
- Department of Biochemistry, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Ashwag Y Shami
- Department of Biology, College of Sciences, Princess Nourah bint Abdulrahman University, Riyadh 11617, Saudi Arabia
| | - Ruba A Ashy
- Department of Biology, College of Science, University of Jeddah, Jeddah 21493, Saudi Arabia
| | - Rewaa S Jalal
- Department of Biology, College of Science, University of Jeddah, Jeddah 21493, Saudi Arabia
| | - Aala A Abulfaraj
- Biological Sciences Department, College of Science & Arts, King Abdulaziz University, Rabigh 21911, Saudi Arabia
| | - Mohammed Refai
- Department of Biochemistry, College of Science, University of Jeddah, Jeddah 21493, Saudi Arabia
| | - Mazen A Majeed
- Department of Biology, College of Science, University of Jeddah, Jeddah 21493, Saudi Arabia
| | - Samah S Abuzahrah
- Department of Biology, College of Science, University of Jeddah, Jeddah 21493, Saudi Arabia
| | - Hayam Abdelkader
- Virus Research Department, Molecular Biology Laboratory, PPRI, ARC, Giza 12613, Egypt
| | - Nabih A Baeshen
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Mohammed N Baeshen
- Department of Biology, College of Science, University of Jeddah, Jeddah 21493, Saudi Arabia
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Rochard V, Cochard T, Crapart S, Delafont V, Moyen JL, Héchard Y, Biet F. Presence of Non-Tuberculous Mycobacteria Including Mycobacterium avium subsp. paratuberculosis Associated with Environmental Amoebae. Animals (Basel) 2023; 13:1781. [PMID: 37665671 PMCID: PMC10251955 DOI: 10.3390/ani13111781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 05/08/2023] [Accepted: 05/26/2023] [Indexed: 09/06/2023] Open
Abstract
One of the obstacles to eradicating paratuberculosis or Johne's Disease (JD) seems to be the persistence of Mycobacterium avium subsp. paratuberculosis (Map) in the environment due to its ability to survive alone or vectorized. It has been shown that Map is widely distributed in soils and water. Previously, we isolated amoebae associated with Map strains in the environment of bovines from an infected herd. This work aims to verify our working hypothesis, which suggests that amoebae may play a role in the transmission of JD. In this study, we sampled water in the vicinity of herds infected with Map or Mycobacterium bovis (M. bovis) and searched for amoebae and mycobacteria. Live amoebae were recovered from all samples. Among these amoebae, four isolates associated with the presence of mycobacteria were identified and characterized. Map and other mycobacterial species were detected by qPCR and, in some cases, by culture. This study suggests that amoebae and Map may be found in the same environment and might represent a risk of exposure of animals to pathogenic mycobacteria. These data open up new perspectives on the control measures to be put in place to prevent contamination by Map.
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Affiliation(s)
- Vincent Rochard
- Laboratoire Ecologie et Biologie des Interactions, UMR Centre National de la Recherche Scientifique 7267, Université de Poitiers, Equipe Microbiologie de l’Eau, F-86073 Poitiers, France (V.D.); (Y.H.)
| | - Thierry Cochard
- Institut National de Recherche pour l’Agriculture—INRAE, Université de Tours, ISP, F-37390 Nouzilly, France;
| | - Stéphanie Crapart
- Laboratoire Ecologie et Biologie des Interactions, UMR Centre National de la Recherche Scientifique 7267, Université de Poitiers, Equipe Microbiologie de l’Eau, F-86073 Poitiers, France (V.D.); (Y.H.)
| | - Vincent Delafont
- Laboratoire Ecologie et Biologie des Interactions, UMR Centre National de la Recherche Scientifique 7267, Université de Poitiers, Equipe Microbiologie de l’Eau, F-86073 Poitiers, France (V.D.); (Y.H.)
| | - Jean-Louis Moyen
- Laboratoire Départemental d’Analyse et de Recherche de la Dordogne, F-24660 Coulounieix-Chamiers, France
| | - Yann Héchard
- Laboratoire Ecologie et Biologie des Interactions, UMR Centre National de la Recherche Scientifique 7267, Université de Poitiers, Equipe Microbiologie de l’Eau, F-86073 Poitiers, France (V.D.); (Y.H.)
| | - Franck Biet
- Institut National de Recherche pour l’Agriculture—INRAE, Université de Tours, ISP, F-37390 Nouzilly, France;
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Ouradou A, Veillette M, Bélanger Cayouette A, Corbin S, Boulanger C, Dorner S, Duchaine C, Bédard E. Effect of odor treatment systems on bioaerosol microbial concentration and diversity from wastewater treatment plants. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 874:162419. [PMID: 36858219 DOI: 10.1016/j.scitotenv.2023.162419] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 01/30/2023] [Accepted: 02/19/2023] [Indexed: 06/18/2023]
Abstract
Biofiltration, activated carbon and chemical scrubbing are technologies used for odor control in wastewater treatment plants. These systems may also influence the airborne microbial load in treated air. The study objectives were to 1) evaluate the capacity of three odor control system technologies to reduce the airborne concentration of total bacteria, Legionella, L. pneumophila, non-tuberculous mycobacteria (NTM) and Cladosporium in winter and summer seasons and 2) to describe the microbial ecology of the biofiltration system and evaluate its impact on treated air microbial diversity. A reduction of the total bacterial concentration up to 25 times was observed after odor treatment. Quantification by qPCR revealed the presence of Legionella spp. in all air samples ranging between 26 and 1140 GC/m3, while L. pneumophila was not detected except for three samples below the limit of quantification. A significant increase of up to 25-fold of Legionella spp. was noticed at the outlet of two of the three treatment systems. NTM were ubiquitously detected before air treatment (up to 2500 GC/m3) and were significantly reduced by all 3 systems (up to 13-fold). Cladosporium was measured at low concentrations for each system (< 190 GC/m3), with 68 % of the air samples below the limit of detection. Biodiversity results revealed that biofiltration system is an active process that adapts to air pollutants over time. Legionella spp. were detected in significant abundance in the air once treated in winter (up to 27 %). Nevertheless, the abundance of protozoan hosts is low and does not explain the multiplication of Legionella spp. The season remains the most influential factor shaping biodiversity. In summer only, air biofiltration caused a significant enrichment of the biodiversity. Although odor control technologies are not designed for bacterial mitigation, findings from this study suggest their potential to reduce the abundance of some genera harboring pathogenic species.
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Affiliation(s)
- A Ouradou
- Department of Civil, Geological and Mining Engineering, Polytechnique Montréal, Montréal, QC, Canada.
| | - M Veillette
- Research Center of the University Institute of Cardiology and Pneumology of Quebec-University Laval, Québec, QC, Canada.
| | - A Bélanger Cayouette
- Research Center of the University Institute of Cardiology and Pneumology of Quebec-University Laval, Québec, QC, Canada; Department of Biochemistry, Microbiology and Bioinformatics, Faculty of Science and Engineering, University Laval, Québec, QC, Canada.
| | - S Corbin
- City of Repentigny, Repentigny, QC, Canada.
| | | | - S Dorner
- Department of Civil, Geological and Mining Engineering, Polytechnique Montréal, Montréal, QC, Canada.
| | - C Duchaine
- Research Center of the University Institute of Cardiology and Pneumology of Quebec-University Laval, Québec, QC, Canada; Department of Biochemistry, Microbiology and Bioinformatics, Faculty of Science and Engineering, University Laval, Québec, QC, Canada; Canada Research Chair on Bioaerosols, University Laval, Québec, QC, Canada.
| | - E Bédard
- Department of Civil, Geological and Mining Engineering, Polytechnique Montréal, Montréal, QC, Canada.
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50
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Li S, Ren K, Yan X, Tsyganov AN, Mazei Y, Smirnov A, Mazei N, Zhang Y, Rensing C, Yang J. Linking biodiversity and ecological function through extensive microeukaryotic movement across different habitats in six urban parks. IMETA 2023; 2:e103. [PMID: 38868434 PMCID: PMC10989963 DOI: 10.1002/imt2.103] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 03/08/2023] [Accepted: 03/22/2023] [Indexed: 06/14/2024]
Abstract
Highly diverse but divergent microeukaryotes dwell in all types of habitats in urban park ecosystems. Extensive microbial migration occurs between both terrestrial and aquatic habitats. Microbial movement is beneficial to the maintenance of biodiversity and the exchange of functional guilds.
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Affiliation(s)
- Shuzhen Li
- Aquatic EcoHealth Group, Key Laboratory of Urban Environment and Health, Fujian Key Laboratory of Watershed EcologyInstitute of Urban Environment, Chinese Academy of SciencesXiamenChina
| | - Kexin Ren
- Aquatic EcoHealth Group, Key Laboratory of Urban Environment and Health, Fujian Key Laboratory of Watershed EcologyInstitute of Urban Environment, Chinese Academy of SciencesXiamenChina
| | - Xue Yan
- Aquatic EcoHealth Group, Key Laboratory of Urban Environment and Health, Fujian Key Laboratory of Watershed EcologyInstitute of Urban Environment, Chinese Academy of SciencesXiamenChina
- University of Chinese Academy of SciencesBeijingChina
| | | | - Yuri Mazei
- Lomonosov Moscow State UniversityMoscowRussia
- Faculty of BiologyShenzhen MSU‐BIT UniversityShenzhenChina
- A. N. Severtsov Institute of Ecology and EvolutionRussian Academy of SciencesMoscowRussia
| | - Alexey Smirnov
- Department of Invertebrate Zoology, Faculty of BiologySt. Petersburg UniversitySt. PetersburgRussia
| | | | - Yiyue Zhang
- Key Laboratory of Urban Environment and Health, Institute of Urban EnvironmentChinese Academy of SciencesXiamenChina
| | - Christopher Rensing
- Aquatic EcoHealth Group, Key Laboratory of Urban Environment and Health, Fujian Key Laboratory of Watershed EcologyInstitute of Urban Environment, Chinese Academy of SciencesXiamenChina
- Institute of Environmental Microbiology, College of Resources and the EnvironmentFujian Agriculture & Forestry UniversityFuzhouChina
| | - Jun Yang
- Aquatic EcoHealth Group, Key Laboratory of Urban Environment and Health, Fujian Key Laboratory of Watershed EcologyInstitute of Urban Environment, Chinese Academy of SciencesXiamenChina
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