1
|
Mason CJ, Nelson RC, Weaver M, Simmonds TJ, Geib SM, Shikano I. Assessing the impact of diet formulation and age on targeted bacterial establishment in laboratory and mass-reared Mediterranean fruit fly using full-length 16S rRNA sequencing. Microbiol Spectr 2025:e0288124. [PMID: 40372041 DOI: 10.1128/spectrum.02881-24] [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: 11/08/2024] [Accepted: 03/25/2025] [Indexed: 05/16/2025] Open
Abstract
Insect gut microbiota play important roles in host health and interactions with the environment. In laboratory and mass-reared insects, gut microbiomes can differ in composition and function compared to wild conspecifics. For fruit flies, such as the Mediterranean fruit fly (medfly; Ceratitis capitata), these changes can influence male performance and behavior. Overall, understanding factors that influence the ability of bacteria to establish in hosts is important for the establishment of lost or novel microbiota in mass-reared insects. The goal of this study was to evaluate how host age and diet-inoculation method influenced bacterial establishment in laboratory and mass-reared medflies. We used an Enterobacter strain with antibiotic resistance and coupled it with full-length PacBio Kinnex 16S rRNA sequencing to track the establishment of the specific isolates under different adult dietary conditions. We also used two longstanding reared lines of medfly in our study. Our results identified that diet had a strong interaction with age. The target bacterial isolate was detected in medfly when inoculated with liquid diet regardless of age, but those fed a slurry-based diet and a separate water source had less establishment. This was consistent for both fly rearing lines used in the study. 16S rRNA sequencing corroborated the establishment of the specific strain but also revealed some species/strain-level variation of Enterobacter sequences associated with the flies. Additionally, our study illustrates that long-read 16S rRNA sequencing may afford improved characterization of species- and strain-level distribution of Enterobacteriaceae in insects. IMPORTANCE Insects form intimate relationships with gut microorganisms that can help facilitate several important roles. The goal of our study was to evaluate factors that influence microbial establishment in lines of the Mediterranean fruit fly (medfly), an important pest species worldwide. Mass-reared insects for the sterile insect technique often possess gut microbiomes that substantially differ from wild flies, which can impact their performance in pest control contexts. Here, we show that liquid-based formulations can be utilized to manipulate the gut microbiota of mass-reared medflies. Furthermore, using near full-length 16S rRNA metabarcoding sequencing, we uncovered strain-level diversity that was not immediately obvious using other approaches. This is a notable finding, as it suggests that full-length 16S rRNA approaches can have marked improvements for some taxa compared to fewer hypervariable regions at approximately the same cost. Our results provide new avenues for exploring and interrogating medfly-microbiome interactions.
Collapse
Affiliation(s)
- Charles J Mason
- Tropical Pest Genetics and Molecular Biology Research Unit, Daniel K. Inouye U.S. Pacific Basin Agricultural Research Center, Agricultural Research Service, USDA, Hilo, Hawaii, USA
| | - Rosalie C Nelson
- Tropical Pest Genetics and Molecular Biology Research Unit, Daniel K. Inouye U.S. Pacific Basin Agricultural Research Center, Agricultural Research Service, USDA, Hilo, Hawaii, USA
- Department of Plant and Environmental Protection Sciences, College of Tropical Agriculture and Human Resources, University of Hawai'i at Mānoa, Honolulu, Hawaii, USA
| | - Mikinley Weaver
- Tropical Pest Genetics and Molecular Biology Research Unit, Daniel K. Inouye U.S. Pacific Basin Agricultural Research Center, Agricultural Research Service, USDA, Hilo, Hawaii, USA
- Oak Ridge Institute for Science and Education, Oak Ridge Associated Universities, Oak Ridge, Tennessee, USA
| | - Tyler J Simmonds
- Tropical Pest Genetics and Molecular Biology Research Unit, Daniel K. Inouye U.S. Pacific Basin Agricultural Research Center, Agricultural Research Service, USDA, Hilo, Hawaii, USA
- Oak Ridge Institute for Science and Education, Oak Ridge Associated Universities, Oak Ridge, Tennessee, USA
| | - Scott M Geib
- Tropical Pest Genetics and Molecular Biology Research Unit, Daniel K. Inouye U.S. Pacific Basin Agricultural Research Center, Agricultural Research Service, USDA, Hilo, Hawaii, USA
| | - Ikkei Shikano
- Department of Plant and Environmental Protection Sciences, College of Tropical Agriculture and Human Resources, University of Hawai'i at Mānoa, Honolulu, Hawaii, USA
| |
Collapse
|
2
|
Lyte JM, Seyoum MM, Ayala D, Kers JG, Caputi V, Johnson T, Zhang L, Rehberger J, Zhang G, Dridi S, Hale B, De Oliveira JE, Grum D, Smith AH, Kogut M, Ricke SC, Ballou A, Potter B, Proszkowiec-Weglarz M. Do we need a standardized 16S rRNA gene amplicon sequencing analysis protocol for poultry microbiota research? Poult Sci 2025; 104:105242. [PMID: 40334389 DOI: 10.1016/j.psj.2025.105242] [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: 01/24/2025] [Revised: 04/30/2025] [Accepted: 04/30/2025] [Indexed: 05/09/2025] Open
Abstract
Bacteria are the major component of poultry gastrointestinal tract (GIT) microbiota and play an important role in host health, nutrition, physiology regulation, intestinal development, and growth. Bacterial community profiling based on the 16S ribosomal RNA (rRNA) gene amplicon sequencing approach has become the most popular method to determine the taxonomic composition and diversity of the poultry microbiota. The 16S rRNA gene profiling involves numerous steps, including sample collection and storage, DNA isolation, 16S rRNA gene primer selection, Polymerase Chain Reaction (PCR), library preparation, sequencing, raw sequencing reads processing, taxonomic classification, α- and β-diversity calculations, and statistical analysis. However, there is currently no standardized protocol for 16S rRNA gene analysis profiling and data deposition for poultry microbiota studies. Variations in DNA storage and isolation, primer design, and library preparation are known to introduce biases, affecting community structure and microbial population analysis leading to over- or under-representation of individual bacteria within communities. Additionally, different sequencing platforms, bioinformatics pipeline, and taxonomic database selection can affect classification and determination of the microbial taxa. Moreover, detailed experimental design and DNA processing and sequencing methods are often inadequately reported in poultry 16S rRNA gene sequencing studies. Consequently, poultry microbiota results are often difficult to reproduce and compare across studies. This manuscript reviews current practices in profiling poultry microbiota using 16S rRNA gene amplicon sequencing and proposes the development of guidelines for protocol for 16S rRNA gene sequencing that spans from sample collection through data deposition to achieve more reliable data comparisons across studies and allow for comparisons and/or interpretations of poultry studies conducted worldwide.
Collapse
Affiliation(s)
- Joshua M Lyte
- United States Department of Agriculture, Agricultural Research Service, Southeast Area, Poultry Production and Product Safety Research, Fayetteville 72701, AR, United States
| | - Mitiku M Seyoum
- Center of Excellence for Poultry Science, University of Arkansas, Fayetteville 72701, AR, United States
| | - Diana Ayala
- Purina Animal Nutrition Center, Land O'Lakes, Gray Summit 63039, MO, United States
| | - Jannigje G Kers
- Faculty of Veterinary Medicine, Utrecht University, and Laboratory of Microbiology, Wageningen University & Research, The Netherlands
| | - Valentina Caputi
- United States Department of Agriculture, Agricultural Research Service, Southeast Area, Poultry Production and Product Safety Research, Fayetteville 72701, AR, United States
| | - Timothy Johnson
- University of Minnesota, Saint Paul 55108, MN, United States
| | - Li Zhang
- Mississippi State University, Mississippi State 39762, MS, United States
| | - Joshua Rehberger
- Arm and Hammer Animal Nutrition, Waukesha 53186, WI, United States
| | - Guolong Zhang
- Department of Animal and Food Sciences, Oklahoma State University, Stillwater 74078, OK, United States
| | - Sami Dridi
- Center of Excellence for Poultry Science, University of Arkansas, Fayetteville 72701, AR, United States
| | - Brett Hale
- AgriGro, Doniphan 6393, MO, United States
| | | | - Daniel Grum
- Purina Animal Nutrition Center, Land O'Lakes, Gray Summit 63039, MO, United States
| | - Alexandra H Smith
- Mississippi State University, Mississippi State 39762, MS, United States
| | - Michael Kogut
- United States Department of Agriculture, Agricultural Research Service, Southern Plains Agricultural Research Center, College Station 77845, TX, United States
| | - Steven C Ricke
- Department of Animal and Dairy Sciences, University of Wisconsin, Madison, 53706, WI, United States
| | - Anne Ballou
- Iluma Alliance, Durham 27703, NC, United States
| | - Bill Potter
- Center of Excellence for Poultry Science, University of Arkansas, Fayetteville 72701, AR, United States
| | - Monika Proszkowiec-Weglarz
- United States Department of Agriculture, Agricultural Research Service, Northeast Area, Beltsville Agriculture Research Center, Animal Biosciences and Biotechnology Laboratory, Beltsville 20705, MD, United States.
| |
Collapse
|
3
|
Čačković A, Pjevac P, Orlić S, Reintjes G. Selective heterotopic bacteria can selfishly process polysaccharides in freshwater lakes. Cell Rep 2025; 44:115415. [PMID: 40215971 DOI: 10.1016/j.celrep.2025.115415] [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: 09/04/2024] [Revised: 11/22/2024] [Accepted: 02/18/2025] [Indexed: 04/26/2025] Open
Abstract
Polysaccharides, one of the main components of dissolved organic matter, are utilized by bacteria through three foraging enzymatic mechanisms: scavenging, sharing, and selfish. Our research aimed to identify selfish polysaccharide utilization by bacteria in freshwater ecosystems by examining spatial and seasonal variations in two lakes. The results of our fluorescently labeled substrate incubations revealed selfish activity in both lakes, with a larger proportion of the community showing selfish uptake of pullulan. The mesotrophic lake showed greater microbial diversity and ability for selfish uptake, particularly during a phytoplankton bloom. On the other hand, the oligotrophic lake had higher selfish activity during periods of increased terrestrial influence. Fluorescence in situ hybridization (FISH) staining combined with microbial diversity analysis revealed the selfish activity of phyla Bacteroidota, Planctomycetota, and Verrucomicrobiota as well as class Gammaproteobacteria, with different genera active depending on lake, season, and substrate. This research provides a basis for future interpretation of nutrient cycling in freshwater ecosystems.
Collapse
Affiliation(s)
- Andrea Čačković
- Division of Materials Chemistry, Ruder Bošković Institute, Zagreb, Croatia
| | - Petra Pjevac
- Department of Microbiology and Ecosystem Science, Centre for Microbiology and Environmental Systems Science, University of Vienna, Vienna, Austria; Joint Microbiome Facility of the Medical University of Vienna, Vienna, Austria; Environment and Climate Hub, University of Vienna, Vienna, Austria
| | - Sandi Orlić
- Division of Materials Chemistry, Ruder Bošković Institute, Zagreb, Croatia; Center of Excellence for Science and Technology-Integration of Mediterranean Region (STIM), Zagreb, Croatia.
| | - Greta Reintjes
- Microbial-Carbohydrate Interactions Group, Faculty 2 Biology/Chemistry, University of Bremen, Bremen, Germany.
| |
Collapse
|
4
|
Wang M, Zhao W, Zhou D, Huang J. Bacterial diversity in the honey sac during bee foraging on winter-flowering flora and dominant Bacillus subtilis inhibits Hafnia alvei. FRONTIERS IN INSECT SCIENCE 2025; 5:1555434. [PMID: 40134758 PMCID: PMC11933029 DOI: 10.3389/finsc.2025.1555434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2025] [Accepted: 02/13/2025] [Indexed: 03/27/2025]
Abstract
Background The bacterial diversity of two bee species in the process of honey collection during the flowering season of three different floral sources in the winter was studied. The common bacterium in all samples was Bacillus subtilis. Methods In the present study, we collected nectar, honey sacs, and fresh honey during the winter flowering season of Agastache rugosa, Prunus cerasoides, and Brassica rapa. The pure culture method was used to count and analyze the number of bacteria, they were identified using 16S rRNA sequencing, similarities were compared in NCBI, and the common dominant bacterial species B. subtilis in all samples using phylogenetic analysis and intersection analysis were determined to conduct further bacteriostatic experiments. Results The results showed that the most abundant quantity of bacteria could be found in the honey sacs, compared to in nectar or fresh honey. At the same time, the highest abundance of bacteria could be found in the honey sacs of A. cerana when collected on Brassica rapa, while the highest abundance of bacteria could be found in the honey sacs of A. mellifera when collected on Prunus cerasoides and Agastache rugosa. A total of 33 bacterial species were isolated, with variations in their distribution across different sample types and sources. The inhibitory effect of 10-1-10-5 on Hafnia alvei by B. subtilis was very significant. Conclusions B. subtilis was identified in all sample sources, indicating the potential importance of B. subtilis as a probiotic in the bee gut for honey production, and B. subtilis could promote the disease resistance and health of honeybees in winter.
Collapse
Affiliation(s)
- Miao Wang
- College of Food Science and Technology, Yunnan Agricultural University, Kunming, China
| | - Wenzheng Zhao
- Faculty of Animal Science and Technology, Yunnan Agricultural University, Kunming, China
| | - Danyin Zhou
- Faculty of Animal Science and Technology, Yunnan Agricultural University, Kunming, China
| | - Jian Huang
- College of Food Science and Technology, Yunnan Agricultural University, Kunming, China
| |
Collapse
|
5
|
Curry AB, Spern CJ, Khodadad CLM, Hummerick ME, Spencer LE, Torres J, Finn JR, Gooden JL, Monje O. Post-harvest cleaning, sanitization, and microbial monitoring of soilless nutrient delivery systems for sustainable space crop production. FRONTIERS IN PLANT SCIENCE 2024; 15:1308150. [PMID: 39464289 PMCID: PMC11502331 DOI: 10.3389/fpls.2024.1308150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 08/30/2024] [Indexed: 10/29/2024]
Abstract
Bioregenerative food systems that routinely produce fresh, safe-to-eat crops onboard spacecraft can supplement the nutrition and variety of shelf-stable spaceflight food systems for use during future exploration missions (i.e., low earth orbit, Mars transit, lunar, and Martian habitats). However, current space crop production systems are not yet sustainable because they primarily utilize consumable granular media and, to date, operate like single crop cycle, space biology experiments where root modules are sanitized prior to launch and discarded after each grow-out. Moreover, real-time detection of the cleanliness of crops produced in spacecraft is not possible. A significant paradigm shift is needed in the design of future space crop production systems, as they transition from operating as single grow-out space biology experiments to becoming sustainable over multiple cropping cycles. Soilless nutrient delivery systems have been used to demonstrate post-harvest sanitization and inflight microbial monitoring technologies to enable sequential cropping cycles in spacecraft. Post-harvest cleaning and sanitization prevent the buildup of biofilms and ensure a favorable environment for seedling establishment of the next crop. Inflight microbial monitoring of food and watering systems ensures food safety in spaceflight food systems. A sanitization protocol, heat sterilization at 60°C for 1 h, and soaking for 12 h in 1% hydrogen peroxide, developed in this study, was compared against a standard hydroponic sanitization protocol during five consecutive crop cycles. Each cropping cycle included protocols for the cultivation of a crop to maturity, followed by post-harvest cleaning and inflight microbial monitoring. Microbial sampling of nutrient solution reservoirs, root modules, and plants demonstrated that the sanitization protocol could be used to grow safe-to-eat produce during multiple crop cycles. The cleanliness of the reservoir and root module surfaces measured with aerobic plate counts was verified in near real time using a qPCR-based inflight microbial monitoring protocol. Post-harvest sanitization and inflight microbial monitoring are expected to significantly transform the design of sustainable bioregenerative food and life support systems for future exploration missions beyond low earth orbit (LEO).
Collapse
Affiliation(s)
- Aaron B. Curry
- Engineering Research and Consulting LLC, Kennedy Space Center, Merritt Island, FL, United States
| | - Cory J. Spern
- Noetic Strategies Inc., Kennedy Space Center, Merritt Island, FL, United States
| | | | - Mary E. Hummerick
- Noetic Strategies Inc., Kennedy Space Center, Merritt Island, FL, United States
| | - LaShelle E. Spencer
- Noetic Strategies Inc., Kennedy Space Center, Merritt Island, FL, United States
| | - Jacob Torres
- Amentum, Kennedy Space Center, Merritt Island, FL, United States
| | - J. Riley Finn
- The Bionetics Corporation, Kennedy Space Center, Merritt Island, FL, United States
| | | | - Oscar Monje
- Air Revitalization Lab, Aetos Systems Inc., Kennedy Space Center, Merritt Island, FL, United States
| |
Collapse
|
6
|
Ota Y, Yasunaga K, Mahazu S, Prah I, Nagai S, Hayashi T, Suzuki M, Yoshida M, Hoshino Y, Akeda Y, Suzuki T, Gu Y, Saito R. Comparative evaluation of analytical pipelines for illumina short- and nanopore long-read 16S rRNA gene amplicon sequencing with mock microbial communities. J Microbiol Methods 2024; 221:106929. [PMID: 38599390 DOI: 10.1016/j.mimet.2024.106929] [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: 12/26/2023] [Revised: 04/04/2024] [Accepted: 04/06/2024] [Indexed: 04/12/2024]
Abstract
Utility of a recently developed long-read pipeline, Emu, was assessed using an expectation-maximization algorithm for accurate read classification. We compared it to conventional short- and long-read pipelines, using well-characterized mock bacterial samples. Our findings highlight the necessity of appropriate data-processing for taxonomic descriptions, expanding our understanding of the precise microbiome.
Collapse
Affiliation(s)
- Yusuke Ota
- Department of Molecular Microbiology and Immunology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Kei Yasunaga
- Department of Molecular Microbiology and Immunology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Samiratu Mahazu
- Department of Molecular Microbiology and Immunology, Tokyo Medical and Dental University, Tokyo, Japan; Department of Parasitology and Tropical Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Isaac Prah
- Department of Molecular Microbiology and Immunology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Satoshi Nagai
- Fisheries Technology Institute, Japan Fisheries Research and Education Agency, Kanagawa, Japan
| | - Takaya Hayashi
- Department of Molecular Virology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Masato Suzuki
- Antimicrobial Resistance Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Mitsunori Yoshida
- Department of Mycobacteriology, Leprosy Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Yoshihiko Hoshino
- Department of Mycobacteriology, Leprosy Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Yukihiro Akeda
- Department of Bacteriology I, National Institute of Infectious Diseases, Tokyo, Japan
| | - Toshihiko Suzuki
- Department of Bacterial Pathogenesis, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yoshiaki Gu
- Department of Infectious Diseases, Tokyo Medical and Dental University, Tokyo, Japan
| | - Ryoichi Saito
- Department of Molecular Microbiology and Immunology, Tokyo Medical and Dental University, Tokyo, Japan.
| |
Collapse
|
7
|
Brady C, Crampton B, Kaur S, Maddock D, Kile H, Arnold D, Denman S. Two novel Raoultella species associated with bleeding cankers of broadleaf hosts, Raoultella scottia sp. nov. and Raoultella lignicola sp. nov. Front Microbiol 2024; 15:1386923. [PMID: 38756725 PMCID: PMC11096500 DOI: 10.3389/fmicb.2024.1386923] [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: 02/16/2024] [Accepted: 04/15/2024] [Indexed: 05/18/2024] Open
Abstract
Seventeen Gram-negative, facultatively anaerobic bacterial strains were isolated from bleeding cankers of various broadleaf hosts and oak rhizosphere soil in Great Britain. The strains were tentatively identified as belonging to the genus Raoultella based on 16S rRNA gene sequencing. Multilocus sequence analysis (MLSA), based on four protein-encoding genes (fusA, leuS, pyrG, and rpoB), separated the strains into three clusters within the Raoultella genus clade. The majority of strains clustered with the type strain of Raoultella terrigena, with the remaining strains divided into two clusters with no known type strain. Whole genome sequencing comparisons confirmed these two clusters of strains as belonging to two novel Raoultella species which can be differentiated phenotypically from their current closest phylogenetic relatives. Therefore, two novel species are proposed: Raoultella scottia sp. nov. (type strain = BAC 10a-01-01T = LMG 33072T = CCUG 77096T) and Raoultella lignicola sp. nov. (type strain = TW_WC1a.1T = LMG 33073T = CCUG 77094T).
Collapse
Affiliation(s)
- Carrie Brady
- Centre for Research in Bioscience, College of Health, Science and Society, University of the West of England, Bristol, United Kingdom
| | - Bridget Crampton
- Centre for Forest Protection, Forest Research, Farnham, United Kingdom
| | - Sundeep Kaur
- Centre for Forest Protection, Forest Research, Farnham, United Kingdom
| | - Daniel Maddock
- Centre for Research in Bioscience, College of Health, Science and Society, University of the West of England, Bristol, United Kingdom
| | - Helene Kile
- Centre for Research in Bioscience, College of Health, Science and Society, University of the West of England, Bristol, United Kingdom
| | - Dawn Arnold
- Harper Adams University, Newport, United Kingdom
| | - Sandra Denman
- Centre for Forest Protection, Forest Research, Farnham, United Kingdom
| |
Collapse
|
8
|
Grinevich D, Harden L, Thakur S, Callahan B. Serovar-level identification of bacterial foodborne pathogens from full-length 16S rRNA gene sequencing. mSystems 2024; 9:e0075723. [PMID: 38319092 PMCID: PMC10949465 DOI: 10.1128/msystems.00757-23] [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: 07/31/2023] [Accepted: 01/03/2024] [Indexed: 02/07/2024] Open
Abstract
The resolution of variation within species is critical for interpreting and acting on many microbial measurements. In the key foodborne pathogens Salmonella and Escherichia coli, the primary subspecies classification scheme used is serotyping: differentiating variants within these species by surface antigen profiles. Serotype prediction from whole-genome sequencing (WGS) of isolates is now seen as comparable or preferable to traditional laboratory methods where WGS is available. However, laboratory and WGS methods depend on an isolation step that is time-consuming and incompletely represents the sample when multiple strains are present. Community sequencing approaches that skip the isolation step are, therefore, of interest for pathogen surveillance. Here, we evaluated the viability of amplicon sequencing of the full-length 16S rRNA gene for serotyping Salmonella enterica and E. coli. We developed a novel algorithm for serotype prediction, implemented as an R package (Seroplacer), which takes as input full-length 16S rRNA gene sequences and outputs serovar predictions after phylogenetic placement into a reference phylogeny. We achieved over 89% accuracy in predicting Salmonella serotypes on in silico test data and identified key pathogenic serovars of Salmonella and E. coli in isolate and environmental test samples. Although serotype prediction from 16S rRNA gene sequences is not as accurate as serotype prediction from WGS of isolates, the potential to identify dangerous serovars directly from amplicon sequencing of environmental samples is intriguing for pathogen surveillance. The capabilities developed here are also broadly relevant to other applications where intraspecies variation and direct sequencing from environmental samples could be valuable.IMPORTANCEIn order to prevent and stop outbreaks of foodborne pathogens, it is important that we can detect when pathogenic bacteria are present in a food or food-associated site and identify connections between specific pathogenic bacteria present in different samples. In this work, we develop a new computational technology that allows the important foodborne pathogens Escherichia coli and Salmonella enterica to be serotyped (a subspecies level classification) from sequencing of a single-marker gene, and the 16S rRNA gene often used to surveil bacterial communities. Our results suggest current limitations to serotyping from 16S rRNA gene sequencing alone but set the stage for further progress that we consider likely given the rapid advance in the long-read sequencing technologies and genomic databases our work leverages. If this research direction succeeds, it could enable better detection of foodborne pathogens before they reach the public and speed the resolution of foodborne pathogen outbreaks.
Collapse
Affiliation(s)
- Dmitry Grinevich
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, North Carolina, USA
| | - Lyndy Harden
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, North Carolina, USA
| | - Siddhartha Thakur
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, North Carolina, USA
| | - Benjamin Callahan
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, North Carolina, USA
- Bioinformatics Research Center, North Carolina State University, Raleigh, North Carolina, USA
| |
Collapse
|
9
|
Straková D, Sánchez-Porro C, de la Haba RR, Ventosa A. Decoding the Genomic Profile of the Halomicroarcula Genus: Comparative Analysis and Characterization of Two Novel Species. Microorganisms 2024; 12:334. [PMID: 38399738 PMCID: PMC10892550 DOI: 10.3390/microorganisms12020334] [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: 12/29/2023] [Revised: 01/24/2024] [Accepted: 01/28/2024] [Indexed: 02/25/2024] Open
Abstract
The genus Halomicroarcula, classified within the family Haloarculaceae, presently comprises eight haloarchaeal species isolated from diverse saline habitats, such as solar salterns, hypersaline soils, marine salt, and marine algae. Here, a detailed taxogenomic study and comparative genomic analysis of the genus Halomicroarcula was carried out. In addition, two strains, designated S1CR25-12T and S3CR25-11T, that were isolated from hypersaline soils located in the Odiel Saltmarshes in Huelva (Spain) were included in this study. The 16S rRNA and rpoB' gene sequence analyses affiliated the two strains to the genus Halomicroarcula. Typically, the species of the genus Halomicroarcula possess multiple heterogeneous copies of the 16S rRNA gene, which can lead to misclassification of the taxa and overestimation of the prokaryotic diversity. In contrast, the application of overall genome relatedness indexes (OGRIs) augments the capacity for the precise taxonomic classification and categorization of prokaryotic organisms. The relatedness indexes of the two new isolates, particularly digital DNA-DNA hybridization (dDDH), orthologous average nucleotide identity (OrthoANI), and average amino acid identity (AAI), confirmed that strains S1CR25-12T (= CECT 30620T = CCM 9252T) and S3CR25-11T (= CECT 30621T = CCM 9254T) constitute two novel species of the genus Halomicroarcula. The names Halomicroarcula saliterrae sp. nov. and Halomicroarcula onubensis sp. nov. are proposed for S1CR25-12T and S3CR25-11T, respectively. Metagenomic fragment recruitment analysis, conducted using seven shotgun metagenomic datasets, revealed that the species belonging to the genus Halomicroarcula were predominantly recruited from hypersaline soils found in the Odiel Saltmarshes and the ponds of salterns with high salt concentrations. This reinforces the understanding of the extreme halophilic characteristics associated with the genus Halomicroarcula. Finally, comparing pan-genomes across the twenty Halomicroarcula and Haloarcula species allowed for the identification of commonalities and differences between the species of these two related genera.
Collapse
Affiliation(s)
| | | | | | - Antonio Ventosa
- Department of Microbiology and Parasitology, Faculty of Pharmacy, University of Sevilla, 41012 Sevilla, Spain; (D.S.); (C.S.-P.); (R.R.d.l.H.)
| |
Collapse
|
10
|
Wang Y. Algorithms for the Uniqueness of the Longest Common Subsequence. J Bioinform Comput Biol 2023; 21:2350027. [PMID: 38212873 DOI: 10.1142/s0219720023500270] [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] [Indexed: 01/13/2024]
Abstract
Given several number sequences, determining the longest common subsequence is a classical problem in computer science. This problem has applications in bioinformatics, especially determining transposable genes. Nevertheless, related works only consider how to find one longest common subsequence. In this paper, we consider how to determine the uniqueness of the longest common subsequence. If there are multiple longest common subsequences, we also determine which number appears in all/some/none of the longest common subsequences. We focus on four scenarios: (1) linear sequences without duplicated numbers; (2) circular sequences without duplicated numbers; (3) linear sequences with duplicated numbers; (4) circular sequences with duplicated numbers. We develop corresponding algorithms and apply them to gene sequencing data.
Collapse
Affiliation(s)
- Yue Wang
- Department of Computational Medicine, University of California, Los Angeles, California, USA
- Irving Institute for Cancer Dynamics and Department of Statistics, Columbia University, New York, New York, USA
| |
Collapse
|
11
|
Straková D, Galisteo C, de la Haba RR, Ventosa A. Characterization of Haloarcula terrestris sp. nov. and reclassification of a Haloarcula species based on a taxogenomic approach. Int J Syst Evol Microbiol 2023; 73. [PMID: 37990990 DOI: 10.1099/ijsem.0.006157] [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] [Indexed: 11/23/2023] Open
Abstract
An extremely halophilic archaeon, strain S1AR25-5AT, was isolated from a hypersaline soil sampled in Odiel Saltmarshes Natural Area (Huelva, Spain). The cells were Gram-stain-negative, motile, pleomorphic rods. Cell growth was observed in the presence of 15-30 % (w/v) NaCl [optimum, 25 % (w/v) NaCl], at pH 6.0-9.0 (optimum, pH 6.5-7.5) and at 25-50 °C (optimum, 37 °C). Based on the 16S rRNA and rpoB' gene sequence comparisons, strain S1AR25-5AT was affiliated to the genus Haloarcula. Taxogenomic analysis, including comparison of the genomes and the phylogenomic tree based on the core-orthologous proteins, together with the genomic indices, i.e., orthologous average nucleotide identity, digital DNA-DNA hybridization and average amino acid identity, confirmed that strain S1AR25-5AT (=CCM 9249T=CECT 30619T) represents a new species of the genus Haloarcula, for which we propose the name Haloarcula terrestris sp. nov. The major polar lipids were phosphatidylglycerol, phosphatidylglycerol phosphate methyl ester, phosphatidylglycerol sulphate and an unidentified glycolipid, which correlated with the lipid profile of species of the genus Haloarcula. In addition, based on the modern approach in description of species in taxonomy of prokaryotes, the above mentioned genomic indexes indicated that the species Haloarcula tradensis should be considered as a heterotypic synonym of Haloarcula argentinensis.
Collapse
Affiliation(s)
- Dáša Straková
- Department of Microbiology and Parasitology, Faculty of Pharmacy, University of Sevilla, 41012 Sevilla, Spain
| | - Cristina Galisteo
- Department of Microbiology and Parasitology, Faculty of Pharmacy, University of Sevilla, 41012 Sevilla, Spain
| | - Rafael R de la Haba
- Department of Microbiology and Parasitology, Faculty of Pharmacy, University of Sevilla, 41012 Sevilla, Spain
| | - Antonio Ventosa
- Department of Microbiology and Parasitology, Faculty of Pharmacy, University of Sevilla, 41012 Sevilla, Spain
| |
Collapse
|
12
|
Kim J, Cha IT, Lee KE, Son YK, Yu J, Seol D. Genomic insights and comparative analysis of Flavobacterium bizetiae HJ-32-4 isolated from soil. Antonie Van Leeuwenhoek 2023; 116:975-986. [PMID: 37542623 DOI: 10.1007/s10482-023-01858-5] [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: 09/14/2022] [Accepted: 07/19/2023] [Indexed: 08/07/2023]
Abstract
In the late 1970s, Flavobacterium bizetiae was first isolated from diseased fish in Canada. After four decades of preservation, it was reported as a novel species in 2020. Here, we report the first complete genome sequence of HJ-32-4, a novel strain of F. bizetiae. Interestingly, HJ-32-4 was isolated from soil in Gangwon-do, Republic of Korea, unlike the other two previously reported F. bizetiae strains which were isolated from fish. We generated a single circular chromosome of HJ-32-4, comprising 5,745,280 bp with a GC content of 34.2%. The average nucleotide identity (ANI) value of 96.2% indicated that HJ-32-4 belongs to F. bizetiae CIP 105534T. The virulence factor was not detected in the genome. Comparative genomic analysis of F. bizetiae and major flavobacterial pathogens revealed that F. bizetiae had a larger genome size and the ratio of peptidases (PEP) and glycoside hydrolase (GH) genes of F. bizetiae were lower than those of the rest strains, implying that F. bizetiae exhibits similar characteristics with non-pathogenic strains from a genomic point of view. However, further experimental verification is required to ensure these in silico predictions. This study will provide insight into the overall characteristics of HJ-32-4 compared to other strains.
Collapse
Affiliation(s)
- Jisu Kim
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea
| | - In-Tae Cha
- National Institute of Biological Resources, 42 Hwangyeong-ro, Seo-gu, Incheon, 22689, Republic of Korea
| | - Ki-Eun Lee
- National Institute of Biological Resources, 42 Hwangyeong-ro, Seo-gu, Incheon, 22689, Republic of Korea
| | - Youn Kyoung Son
- National Institute of Biological Resources, 42 Hwangyeong-ro, Seo-gu, Incheon, 22689, Republic of Korea
| | - Jaewoong Yu
- eGnome, Inc., 26 Beobwon-ro 9-gil, Songpa-gu, Seoul, 05836, Republic of Korea.
| | - Donghyeok Seol
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea.
- Department of Surgery, Seoul National University Bundang Hospital, 172 Dolma-ro, Bundang-gu, Seongnam, 13605, Republic of Korea.
| |
Collapse
|
13
|
Naumova N, Barsukov P, Baturina O, Rusalimova O, Kabilov M. West-Siberian Chernozem: How Vegetation and Tillage Shape Its Bacteriobiome. Microorganisms 2023; 11:2431. [PMID: 37894089 PMCID: PMC10609427 DOI: 10.3390/microorganisms11102431] [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: 08/25/2023] [Revised: 09/15/2023] [Accepted: 09/26/2023] [Indexed: 10/29/2023] Open
Abstract
Managing soil biodiversity using reduced tillage is a popular approach, yet soil bacteriobiomes in the agroecosystems of Siberia has been scarcely studied, especially as they are related to tillage. We studied bacteriobiomes in Chernozem under natural steppe vegetation and cropped for wheat using conventional or no tillage in a long-term field trial in the Novosibirsk region, Russia, by using the sequence diversity of the V3/V4 region of 16S rRNA genes. Actinobacteria, Acidobacteria, and Proteobacteria summarily accounted for 80% of the total number of sequences, with Actinobacteria alone averaging 51%. The vegetation (natural vs. crop) and tillage (ploughed vs. no-till) affected the bacterial relative abundance at all taxonomic levels and many taxa, e.g., hundreds of OTUs. However, such changes did not translate into α-biodiversity changes, i.e., observed and potential OTUs' richness, Shannon, and Simpson, excepting the slightly higher evenness and equitability in the top 0-5 cm of the undisturbed soil. As for the β-biodiversity, substituting conventional ploughing with no tillage and maintaining the latter for 12 years notably shifted the soil bacteriobiome closer to the one in the undisturbed soil. This study, presenting the first inventory of soil bacteriobiomes under different tillage in the south of West Siberia, underscores the need to investigate the seasonality and longevity aspects of tillage, especially as they are related to crop production.
Collapse
Affiliation(s)
- Natalia Naumova
- Institute of Soil Science and Agrochemistry, Siberian Branch of the Russian Academy of Sciences, 630090 Novosibirsk, Russia; (P.B.); (O.R.)
| | - Pavel Barsukov
- Institute of Soil Science and Agrochemistry, Siberian Branch of the Russian Academy of Sciences, 630090 Novosibirsk, Russia; (P.B.); (O.R.)
| | - Olga Baturina
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, 630090 Novosibirsk, Russia; (O.B.); (M.K.)
| | - Olga Rusalimova
- Institute of Soil Science and Agrochemistry, Siberian Branch of the Russian Academy of Sciences, 630090 Novosibirsk, Russia; (P.B.); (O.R.)
| | - Marsel Kabilov
- Institute of Chemical Biology and Fundamental Medicine, Siberian Branch of the Russian Academy of Sciences, 630090 Novosibirsk, Russia; (O.B.); (M.K.)
| |
Collapse
|
14
|
Kaushal S, Priyadarshi N, Garg P, Singhal NK, Lim DK. Nano-Biotechnology for Bacteria Identification and Potent Anti-bacterial Properties: A Review of Current State of the Art. NANOMATERIALS (BASEL, SWITZERLAND) 2023; 13:2529. [PMID: 37764558 PMCID: PMC10536455 DOI: 10.3390/nano13182529] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 08/26/2023] [Accepted: 09/05/2023] [Indexed: 09/29/2023]
Abstract
Sepsis is a critical disease caused by the abrupt increase of bacteria in human blood, which subsequently causes a cytokine storm. Early identification of bacteria is critical to treating a patient with proper antibiotics to avoid sepsis. However, conventional culture-based identification takes a long time. Polymerase chain reaction (PCR) is not so successful because of the complexity and similarity in the genome sequence of some bacterial species, making it difficult to design primers and thus less suitable for rapid bacterial identification. To address these issues, several new technologies have been developed. Recent advances in nanotechnology have shown great potential for fast and accurate bacterial identification. The most promising strategy in nanotechnology involves the use of nanoparticles, which has led to the advancement of highly specific and sensitive biosensors capable of detecting and identifying bacteria even at low concentrations in very little time. The primary drawback of conventional antibiotics is the potential for antimicrobial resistance, which can lead to the development of superbacteria, making them difficult to treat. The incorporation of diverse nanomaterials and designs of nanomaterials has been utilized to kill bacteria efficiently. Nanomaterials with distinct physicochemical properties, such as optical and magnetic properties, including plasmonic and magnetic nanoparticles, have been extensively studied for their potential to efficiently kill bacteria. In this review, we are emphasizing the recent advances in nano-biotechnologies for bacterial identification and anti-bacterial properties. The basic principles of new technologies, as well as their future challenges, have been discussed.
Collapse
Affiliation(s)
- Shimayali Kaushal
- KU-KIST Graduate School of Converging Science and Technology, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea;
| | - Nitesh Priyadarshi
- National Agri-Food Biotechnology Institute (NABI), Sector-81, Mohali 140306, India; (N.P.); (P.G.)
| | - Priyanka Garg
- National Agri-Food Biotechnology Institute (NABI), Sector-81, Mohali 140306, India; (N.P.); (P.G.)
| | - Nitin Kumar Singhal
- National Agri-Food Biotechnology Institute (NABI), Sector-81, Mohali 140306, India; (N.P.); (P.G.)
| | - Dong-Kwon Lim
- KU-KIST Graduate School of Converging Science and Technology, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea;
- Department of Integrative Energy Engineering, College of Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea
- Brain Science Institute, Korea Institute of Science and Technology (KIST), 5, Hwarang-ro 14-gil, Seongbuk-gu, Seoul 02792, Republic of Korea
| |
Collapse
|
15
|
Paul B. Concatenated 16S rRNA sequence analysis improves bacterial taxonomy. F1000Res 2023; 11:1530. [PMID: 37767069 PMCID: PMC10521043 DOI: 10.12688/f1000research.128320.3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/29/2023] [Indexed: 09/29/2023] Open
Abstract
Background: Microscopic, biochemical, molecular, and computer-based approaches are extensively used to identify and classify bacterial populations. Advances in DNA sequencing and bioinformatics workflows have facilitated sophisticated genome-based methods for microbial taxonomy although sequencing of the 16S rRNA gene is widely employed to identify and classify bacterial communities as a cost-effective and single-gene approach. However, the 16S rRNA sequence-based species identification accuracy is limited because of the occurrence of multiple copies of the 16S rRNA gene and higher sequence identity between closely related species. The availability of the genomes of several bacterial species provided an opportunity to develop comprehensive species-specific 16S rRNA reference libraries. Methods: Sequences of the 16S rRNA genes were retrieved from the whole genomes available in the Genome databases. With defined criteria, four 16S rRNA gene copy variants were concatenated to develop a species-specific reference library. The sequence similarity search was performed with a web-based BLAST program, and MEGA software was used to construct the phylogenetic tree. Results: Using this approach, species-specific 16S rRNA gene libraries were developed for four closely related Streptococcus species ( S. gordonii, S. mitis, S. oralis, and S. pneumoniae). Sequence similarity and phylogenetic analysis using concatenated 16S rRNA copies yielded better resolution than single gene copy approaches. Conclusions: The approach is very effective in classifying genetically closely related bacterial species and may reduce misclassification of bacterial species and genome assemblies.
Collapse
Affiliation(s)
- Bobby Paul
- Department of Bioinformatics, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| |
Collapse
|
16
|
Bouras H, Quesnelle Y, Barozet A, Goux D, Blin JL, Savary M, Zatylny-Gaudin C, Houssin M. First isolation of Francisella halioticida strains from blue mussel (Mytilus edulis) in Normandy, France. J Invertebr Pathol 2023; 200:107950. [PMID: 37301277 DOI: 10.1016/j.jip.2023.107950] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 04/26/2023] [Accepted: 06/02/2023] [Indexed: 06/12/2023]
Abstract
Mass mortality events affecting the blue mussels Mytilus edulis have been observed in France since 2014. The DNA of the bacterium Francisella halioticida, reported as pathogen of giant abalone (Haliotis gigantea) and Yesso scallop (Mizuhopecten yessoensis) has been detected recently in mussels from areas suffering mortalities. Isolation of this bacterium was attempted from individuals collected during mortality events. Identification was performed by 16S rRNA gene sequencing, real-time specific PCR and MALDI-ToF using spectra produced from the strain 8472-13A isolated from diseased Yesso scallop in Canada. Five isolates were identified as F. halioticida by real-time specific PCR and 16S rRNA sequencing. MALDI-ToF allowed the direct identification of four isolates (FR22a,b,c,d) which had 100% identity on the 16S rRNA gene with the known strains. On the other hand, one isolate (FR21) was not recognized by MALDI-ToF and had 99.9% identity on the 16S rRNA gene. The FR22 isolates showed difficult growth and required media optimization, which was not the case with the FR21 isolate. For these reasons, it was hypothesized that two type strains are present on French coasts, named FR21 and FR22. The FR21 isolate was selected for phenotypic analysis (growth curve, biochemical characteristics, electron microscopy), phylogenetic analysis and an experimental challenge. This isolate showed distinct differences compared to published F. halioticida strains, both at phenotypic and genotypic levels. Experimental infections of adult mussels led to 36% mortalities in 23 days following intramuscular injection with 3 × 107 CFU while a lower dose (3 × 103 CFU) did not lead to significant mortalities. In the context of this study, the strain FR21 was not virulent towards adult mussels.
Collapse
Affiliation(s)
- Hélène Bouras
- Université de Caen-Normandie, Sorbonne Université, MNHN, UA, CNRS, IRD, Biologie des Organismes et Ecosystèmes Aquatiques (BOREA), Esplanade de la Paix, 14032 Caen, France; LABÉO, Research department; 1 Route de Rosel, 14053 Caen Cedex 4, France.
| | - Yann Quesnelle
- LABÉO, Research department; 1 Route de Rosel, 14053 Caen Cedex 4, France
| | - Alix Barozet
- LABÉO, Research department; 1 Route de Rosel, 14053 Caen Cedex 4, France
| | - Didier Goux
- Normandie Université, UNICAEN, CMAbio3 (Centre de Microscopie Appliquée à la Biologie), SF EMerode, Esplanade de la Paix, 14032 Caen, France; Normandie Université, ENSICAEN, UNICAEN, CNRS, UMR 6508 CRISMAT, 6 boulevard du Maréchal Juin, 14000 Caen, France
| | - Jean-Louis Blin
- Synergie Mer et Littoral (SMEL), Zone Conchylicole, Blainville-sur-mer, France
| | - Manuel Savary
- Comité Régional de Conchyliculture (CRC) Normandie-Mer du Nord, 35 rue du littoral, 50560 Gouville-sur-Mer, France
| | - Céline Zatylny-Gaudin
- Université de Caen-Normandie, Sorbonne Université, MNHN, UA, CNRS, IRD, Biologie des Organismes et Ecosystèmes Aquatiques (BOREA), Esplanade de la Paix, 14032 Caen, France
| | - Maryline Houssin
- Université de Caen-Normandie, Sorbonne Université, MNHN, UA, CNRS, IRD, Biologie des Organismes et Ecosystèmes Aquatiques (BOREA), Esplanade de la Paix, 14032 Caen, France; LABÉO, Research department; 1 Route de Rosel, 14053 Caen Cedex 4, France
| |
Collapse
|
17
|
Holguin-Rocha AF, Calle-Tobon A, Vásquez GM, Astete H, Fisher ML, Tobon-Castano A, Velez-Tobon G, Maldonado-Ruiz LP, Silver K, Park Y, Londono-Renteria B. Diversity of the Bacterial and Viral Communities in the Tropical Horse Tick, Dermacentor nitens, in Colombia. Pathogens 2023; 12:942. [PMID: 37513789 PMCID: PMC10384233 DOI: 10.3390/pathogens12070942] [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: 05/24/2023] [Revised: 06/26/2023] [Accepted: 07/05/2023] [Indexed: 07/30/2023] Open
Abstract
Ticks are obligatory hematophagous ectoparasites that transmit pathogens among various vertebrates, including humans. The microbial and viral communities of ticks, including pathogenic microorganisms, are known to be highly diverse. However, the factors driving this diversity are not well understood. The tropical horse tick, Dermacentor nitens, is distributed throughout the Americas and it is recognized as a natural vector of Babesia caballi and Theileria equi, the causal agents of equine piroplasmosis. In this study, we characterized the bacterial and viral communities associated with partially fed Dermacentor nitens females collected using a passive survey on horses from field sites representing three distinct geographical areas in the country of Colombia (Bolivar, Antioquia, and Cordoba). RNA-seq and sequencing of the V3 and V4 hypervariable regions of the 16S rRNA gene were performed using the Illumina-Miseq platform (Illumina, San Diego, CA, USA). A total of 356 operational taxonomic units (OTUs) were identified, in which the presumed endosymbiont, Francisellaceae/Francisella spp., was predominantly found. Nine contigs corresponding to six different viruses were identified in three viral families: Chuviridae, Rhabdoviridae, and Flaviviridae. Differences in the relative abundance of the microbial composition among the geographical regions were found to be independent of the presence of Francisella-like endosymbiont (FLE). The most prevalent bacteria found in each region were Corynebacterium in Bolivar, Staphylococcus in Antioquia, and Pseudomonas in Cordoba. Rickettsia-like endosymbionts, mainly recognized as the etiological agent of rickettsioses in Colombia, were detected in the Cordoba samples. Metatranscriptomics revealed 13 contigs containing FLE genes, suggesting a trend of regional differences. These findings suggest regional distinctions among the ticks and their bacterial compositions.
Collapse
Affiliation(s)
- Andres F Holguin-Rocha
- Department of Entomology, College of Agriculture, Kansas State University, Manhattan, KS 66506, USA
| | - Arley Calle-Tobon
- Grupo Entomologia Medica, Facultad de Medicina, Universidad de Antioquia, Medellin 050010, Colombia
| | - Gissella M Vásquez
- U.S. Naval Medical Research Unit No. 6 (NAMRU-6), Bellavista, Lima 15001, Peru
| | - Helvio Astete
- U.S. Naval Medical Research Unit No. 6 (NAMRU-6), Bellavista, Lima 15001, Peru
| | - Michael L Fisher
- U.S. Naval Medical Research Unit No. 6 (NAMRU-6), Bellavista, Lima 15001, Peru
| | - Alberto Tobon-Castano
- Grupo Malaria, Facultad de Medicina, Universidad de Antioquia, Medellin 050010, Colombia
| | - Gabriel Velez-Tobon
- Grupo Malaria, Facultad de Medicina, Universidad de Antioquia, Medellin 050010, Colombia
| | - L Paulina Maldonado-Ruiz
- Department of Entomology, College of Agriculture, Kansas State University, Manhattan, KS 66506, USA
| | - Kristopher Silver
- Department of Entomology, College of Agriculture, Kansas State University, Manhattan, KS 66506, USA
| | - Yoonseong Park
- Department of Entomology, College of Agriculture, Kansas State University, Manhattan, KS 66506, USA
| | - Berlin Londono-Renteria
- School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA 70112, USA
| |
Collapse
|
18
|
Grinevich D, Harden L, Thakur S, Callahan BJ. Serovar-level Identification of Bacterial Foodborne Pathogens From Full-length 16S rRNA Gene Sequencing. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.28.546915. [PMID: 37425822 PMCID: PMC10327058 DOI: 10.1101/2023.06.28.546915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
The resolution of variation within species is critical for interpreting and acting on many microbial measurements. In the key foodborne pathogens Escherichia coli and Salmonella, the primary sub-species classification scheme used is serotyping: differentiating variants within these species by surface antigen profiles. Serotype prediction from whole-genome sequencing (WGS) of isolates is now seen as comparable or preferable to traditional laboratory methods where WGS is available. However, laboratory and WGS methods depend on an isolation step that is time-consuming and incompletely represents the sample when multiple strains are present. Community sequencing approaches that skip the isolation step are therefore of interest for pathogen surveillance. Here we evaluated the viability of amplicon sequencing of the full-length 16S rRNA gene for serotyping S. enterica and E. coli. We developed a novel algorithm for serotype prediction, implemented as an R package (Seroplacer), which takes as input full-length 16S rRNA gene sequences and outputs serovar predictions after phylogenetic placement into a reference phylogeny. We achieved over 89% accuracy in predicting Salmonella serotypes on in silico test data, and identified key pathogenic serovars of Salmonella and E. coli in isolate and environmental test samples. Although serotype prediction from 16S sequences is not as accurate as serotype prediction from WGS of isolates, the potential to identify dangerous serovars directly from amplicon sequencing of environmental samples is intriguing for pathogen surveillance. The capabilities developed here are also broadly relevant to other applications where intra-species variation and direct sequencing from environmental samples could be valuable.
Collapse
Affiliation(s)
- Dmitry Grinevich
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, USA
| | - Lyndy Harden
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, USA
| | - Siddhartha Thakur
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, USA
| | - Benjamin J Callahan
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, USA
- Bioinformatics Research Center, North Carolina State University, Raleigh, NC, USA
| |
Collapse
|
19
|
Holguin-Rocha AF, Calle-Tobon A, Vásquez GM, Astete H, Fisher ML, Tobon-Castano A, Velez-Tobon G, Maldonado-Ruiz LP, Silver K, Park Y, Londono-Renteria B. Diversity of the bacterial and viral communities in the tropical horse tick, Dermacentor nitens in Colombia. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.04.539352. [PMID: 37205465 PMCID: PMC10187316 DOI: 10.1101/2023.05.04.539352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Ticks are obligatory hematophagous ectoparasites that transmit pathogens among various vertebrates, including humans. The composition of the microbial and viral communities in addition to the pathogenic microorganisms is highly diverse in ticks, but the factors driving the diversity are not well understood. The tropical horse tick, Dermacentor nitens , is distributed throughout the Americas and it is recognized as a natural vector of Babesia caballi and Theileria equi , the causal agents of equine piroplasmosis. We characterized the bacterial and viral communities associated with partially-fed D. nitens females collected by a passive survey on horses from field sites representing three distinct geographical areas in Colombia (Bolivar, Antioquia, and Cordoba). RNA-seq and sequencing of the V3 and V4 hypervariable regions of the 16S rRNA gene were performed using the Illumina-Miseq platform. A total of 356 operational taxonomic units (OTUs) were identified, in which the presumed endosymbiotic Francisellaceae/ Francisella spp. was predominantly found. Nine contigs corresponding to six different viruses were identified in three viral families: Chuviridae, Rhabdoviridae, and Flaviviridae. Differences in the relative abundance of the microbial composition among the geographical regions were found to be independent of the presence of Francisella -Like Endosymbiont (FLE). The most prevalent bacteria found on each region were Corynebacterium in Bolivar, Staphylococcus in Antioquia, and Pseudomonas in Cordoba. Rickettsia -like endosymbionts, mainly recognized as the etiological agent of rickettsioses in Colombia were detected in the Cordoba samples. Metatranscriptomics revealed 13 contigs containing FLE genes, suggesting a trend of regional differences. These findings suggest regional distinctions among the ticks and their bacterial compositions.
Collapse
|
20
|
Thakur M, Kumar P, Rajput D, Yadav V, Dhaka N, Shukla R, Kumar Dubey K. Genome-guided approaches and evaluation of the strategies to influence bioprocessing assisted morphological engineering of Streptomyces cell factories. BIORESOURCE TECHNOLOGY 2023; 376:128836. [PMID: 36898554 DOI: 10.1016/j.biortech.2023.128836] [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: 01/31/2023] [Revised: 03/02/2023] [Accepted: 03/04/2023] [Indexed: 06/18/2023]
Abstract
Streptomyces genera serve as adaptable cell factories for secondary metabolites with various and distinctive chemical structures that are relevant to the pharmaceutical industry. Streptomyces' complex life cycle necessitated a variety of tactics to enhance metabolite production. Identification of metabolic pathways, secondary metabolite clusters, and their controls have all been accomplished using genomic methods. Besides this, bioprocess parameters were also optimized for the regulation of morphology. Kinase families were identified as key checkpoints in the metabolic manipulation (DivIVA, Scy, FilP, matAB, and AfsK) and morphology engineering of Streptomyces. This review illustrates the role of different physiological variables during fermentation in the bioeconomy coupled with genome-based molecular characterization of biomolecules responsible for secondary metabolite production at different developmental stages of the Streptomyces life cycle.
Collapse
Affiliation(s)
- Mony Thakur
- Department of Microbiology, Central University of Haryana, Mahendergarh 123031, India
| | - Punit Kumar
- Department of Morphology and Physiology, Karaganda Medical University, Karaganda 100008 Kazakhstan
| | - Deepanshi Rajput
- Bioprocess Engineering Laboratory, School of Biotechnology, Jawaharlal Nehru University, New Delhi 110067, India
| | - Vinod Yadav
- Department of Microbiology, Central University of Haryana, Mahendergarh 123031, India
| | - Namrata Dhaka
- Department of Biotechnology, Central University of Haryana, Mahendergarh 123031, India
| | - Rishikesh Shukla
- Department of Biotechnology, Institute of Applied Sciences and Humanities, GLA University, Mathura- 281406, U.P., India
| | - Kashyap Kumar Dubey
- Bioprocess Engineering Laboratory, School of Biotechnology, Jawaharlal Nehru University, New Delhi 110067, India.
| |
Collapse
|
21
|
Ohkusu K. Enterococcus faecium 129 BIO 3B is classified as Enterococcus lactis 129 BIO 3B. BIOSCIENCE OF MICROBIOTA, FOOD AND HEALTH 2023; 42:180-185. [PMID: 37404571 PMCID: PMC10315194 DOI: 10.12938/bmfh.2022-088] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 01/10/2023] [Indexed: 07/06/2023]
Abstract
Enterococcus faecium 129 BIO 3B is a lactic acid bacterium that has been safely used as a probiotic product for over 100 years. Recently, concerns about its safety have arisen because some species of E. faecium belong to the vancomycin-resistant enterococci. The groups of E. faecium with less pathogenic potential have been split into a separate species (Enterococcus lactis). In this study, I investigated the phylogenetic classification and safety of E. faecium 129 BIO 3B as well as E. faecium 129 BIO 3B-R, which is naturally resistant to ampicillin. Mass spectrometry and basic local alignment search tool analysis using specific gene regions failed to differentiate 3B and 3B-R into E. faecium or E. lactis. However, multilocus sequence typing successfully identified 3B and 3B-R as the same sequence types as E. lactis. Overall genome relatedness indices showed that 3B and 3B-R have high degrees of homology with E. lactis. Gene amplification was confirmed for 3B and 3B-R with E. lactis species-specific primers. The minimum inhibitory concentration of ampicillin was confirmed to be 2 µg/mL for 3B, which is within the safety standard for E. faecium set by the European Food Safety Authority. Based on the above results, E. faecium 129 BIO 3B and E. faecium 129 BIO 3B-R were classified as E. lactis. The absence of pathogenic genes except for fms21 in this study demonstrates that these bacteria are safe for use as probiotics.
Collapse
Affiliation(s)
- Kiyofumi Ohkusu
- Department of Microbiology, Tokyo Medical University, 6-1-1 Shinjuku-ku, Shinjuku, Tokyo 160-8402, Japan
| |
Collapse
|
22
|
Kurnijasanti R, Rais M, Sudjarwo SA. Screening for Anti Mycobacterium tuberculosis Activity of Streptomyces sp. from Lapindo Mud in Sidoarjo, Indonesia. Open Access Maced J Med Sci 2023. [DOI: 10.3889/oamjms.2023.10765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2023] Open
Abstract
BACKGROUND: Streptomyces sp. from Indonesian soil have not been explored and isolated to find new strains as a source of antibiotics for the treatment of tuberculosis (TB) disease.
AIM: In this study, the effect of Streptomyces spp. from Lapindo mud in Sidoarjo, Indonesia be observed, to find out whether Streptomyces spp. has anti-TB activity.
METHODS: The primers Strep F; 5-AGAGTTTGAT CCTGKGTCAG-3 and Strep R; 5-AAGGGAG GTGATCCAKKGKGA-3 were used in polymerase chain reaction amplification of the 16S rRNA gene against Streptomyces strains. The anti-TB activity of Streptomyces sp. was determined by broth dilution method using Middlebrook 7H9 media.
RESULTS: The results showed that new types of Streptomyces spp., namely, Streptomyces A, Streptomyces D, Streptomyces Ea, Streptomyces Ep, Streptomyces I, Streptomyces F, and Streptomyces G from garbage dump soils. This result also showed that the activity of Streptomyces I, Streptomyces F, and Streptomyces G could inhibit the Mycobacterium TB growth by with inhibitory zones, respectively, 2 ± 0.3; 8 ± 0.7 and 15 ± 0.9mm, while Streptomyces A, Streptomyces D, Streptomyces Ea, and Streptomyces Ep did not inhibit M. TB.
CONCLUSION: Thus, from the results obtained, it can be concluded that Streptomyces extract mainly Streptomyces G has promising anti-TB activity by preliminary in vitro techniques. Therefore, it has the definite potential as a source of compounds that may be developed further into antimycobacterial drugs.
Collapse
|
23
|
Leonardo IC, Barreto Crespo MT, Gaspar FB. Unveiling the complete genome sequence of Alicyclobacillus acidoterrestris DSM 3922T, a taint-producing strain. G3 (BETHESDA, MD.) 2022; 12:jkac225. [PMID: 36240455 PMCID: PMC9713406 DOI: 10.1093/g3journal/jkac225] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 08/26/2022] [Indexed: 09/10/2024]
Abstract
Several species from the Alicyclobacillus genus have received much attention from the food and beverages industries. Their presence has been co-related with spoilage events of acidic food matrices, namely fruit juices and other fruit-based products, the majority attributed to Alicyclobacillus acidoterrestris. In this work, a combination of short and long reads enabled the assembly of the complete genome of A. acidoterrestris DSM 3922T, perfecting the draft genome already available (AURB00000000), and revealing the presence of one chromosome (4,222,202 bp; GC content 52.3%) as well as one plasmid (124,737 bp; GC content 46.6%). From the 4,288 genes identified, 4,004 sequences were attributed to coding sequences with proteins, with more than 80% being functionally annotated. This allowed the identification of metabolic pathways and networks and the interpretation of high-level functions with significant reliability. Furthermore, the additional genes of interest related to spore germination, off-flavor production, namely the vdc cluster, and CRISPR arrays, were identified. More importantly, this is the first complete and closed genome sequence for a taint-producing Alicyclobacillus species and thus represents a valuable reference for further comparative and functional genomic studies.
Collapse
Affiliation(s)
- Inês Carvalho Leonardo
- Food & Health Division, iBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2781-901 Oeiras, Portugal
- ITQB-NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Avenida da República, 2780-157 Oeiras, Portugal
| | - Maria Teresa Barreto Crespo
- Food & Health Division, iBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2781-901 Oeiras, Portugal
- ITQB-NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Avenida da República, 2780-157 Oeiras, Portugal
| | - Frédéric Bustos Gaspar
- Food & Health Division, iBET, Instituto de Biologia Experimental e Tecnológica, Apartado 12, 2781-901 Oeiras, Portugal
- ITQB-NOVA, Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Avenida da República, 2780-157 Oeiras, Portugal
| |
Collapse
|
24
|
Lu B, Yao X, Han G, Luo Z, Zhang J, Yong K, Wang Y, Luo Y, Yang Z, Ren M, Cao S. Isolation of Klebsiella pneumoniae Phage vB_KpnS_MK54 and Pathological Assessment of Endolysin in the Treatment of Pneumonia Mice Model. Front Microbiol 2022; 13:854908. [PMID: 35387089 PMCID: PMC8978833 DOI: 10.3389/fmicb.2022.854908] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 03/01/2022] [Indexed: 11/19/2022] Open
Abstract
With the improper use of antibiotics, an increasing number of multidrug-resistant bacteria have been reported worldwide, posing challenges for disease treatment. Klebsiella pneumoniae is an important zoonotic pathogen that colonises the respiratory tract. Endolysin therapy has emerged with the development of phages. In this study, a lytic phage vB_KpnS_MK54 was isolated from the drinking water of a forest musk deer (FMD) farm in Sichuan Province. It was the first reported phage obtained from FMD. The primary biological characteristics were determined, and whole-genome sequencing analysis was performed. The phage which belongs to the family Siphoviridae is highly specific for lytic host bacteria and is moderately adaptable to different environments. Whole-genome sequencing results showed that the phage genome size was 46,218 bp. There were 80 coding DNA sequences (CDSs) in total, 32 of which had known functions. The last CDS is the phage endolysin LysG24. A new peptide-modified endolysin (LysCA) was constituted by connecting the cecropin A peptide residues with LysG24 to investigate the antibacterial activities of both LysG24 and LysCA. The results showed that the lytic profile of LysG24 and LysCA was wider than that of phage MK54. For in vitro tests, both endolysins destroyed 99% of the host bacteria within 6 h. The lysing ability and environmental adaptability of LysCA were significantly stronger than those of LysG24. For in vivo tests, LysG24 and LysCA exhibited therapeutic effects in a mouse model of pneumonia wherewith the mice were infected with K. pneumoniae (LPKP), wherein both LysG24 and LysCA can effectively reduce the pulmonary inflammatory response. The LPKP bacterial load in the treatment group was significantly lower than that in the bacterial group, among which LysCA displayed a more obvious therapeutic effect. Furthermore, the safety test showed that the endolysins had no toxic effects on mice. In general, both LysG24 and LysCA showed excellent antibacterial activity in vivo and in vitro, with high safety and strong adaptability to the environment, manifesting their latent potential as new antimicrobial agents.
Collapse
Affiliation(s)
- Biao Lu
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China.,Key Laboratory of Animal Disease and Human Health of Sichuan Province, Chengdu, China
| | - Xueping Yao
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China.,Key Laboratory of Animal Disease and Human Health of Sichuan Province, Chengdu, China
| | - Guangli Han
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China.,Key Laboratory of Animal Disease and Human Health of Sichuan Province, Chengdu, China
| | - Zidan Luo
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China.,Key Laboratory of Animal Disease and Human Health of Sichuan Province, Chengdu, China
| | - Jieru Zhang
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China.,Key Laboratory of Animal Disease and Human Health of Sichuan Province, Chengdu, China
| | - Kang Yong
- College of Animal Science and Technology, Chongqing Three Gorges Vocational College, Chongqing, China
| | - Yin Wang
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China.,Key Laboratory of Animal Disease and Human Health of Sichuan Province, Chengdu, China
| | - Yan Luo
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China.,Key Laboratory of Animal Disease and Human Health of Sichuan Province, Chengdu, China
| | - Zexiao Yang
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China.,Key Laboratory of Animal Disease and Human Health of Sichuan Province, Chengdu, China
| | - Meishen Ren
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China.,Key Laboratory of Animal Disease and Human Health of Sichuan Province, Chengdu, China
| | - Suizhong Cao
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China.,Key Laboratory of Animal Disease and Human Health of Sichuan Province, Chengdu, China
| |
Collapse
|
25
|
Kurnijasanti R, Sudjarwo SA. Identification of Streptomyces spp. from garbage dump soils in Surabaya, Indonesia. Vet World 2022; 15:634-639. [PMID: 35497943 PMCID: PMC9047128 DOI: 10.14202/vetworld.2022.634-639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 02/07/2022] [Indexed: 11/20/2022] Open
Abstract
Background and Aim: Streptomyces is a well-known agent of secondary metabolite production. This study aimed to identify Streptomyces spp. from garbage dump soils in Surabaya based on the 16S rRNA gene sequence. Moreover, the structure of new chemical compounds used for treating infectious diseases in humans, animals, and plants was elucidated. Materials and Methods: We isolated Streptomyces spp. from garbage dump soils in Surabaya. In this study, all isolates were characterized according to phenotype, and they were also confirmed by 16S rRNA gene sequence analysis using real-time polymerase chain reaction. Multiple sequence alignment and molecular phylogeny analyses were conducted using the MEGA 5.0 software, and then the TREE VIEW program was used to display the phylogenetic tree. The level of DNA similarity was also evaluated using the basic local alignment search tool (BLAST) program and then compared with nucleotide sequences stored in the GenBank database using National Center for Biotechnology Information BLAST. Results: The eight Streptomyces spp. showed different nucleotide sequence lengths in gel electrophoresis and photography, which is in accordance with the results observed in the phylogenetic tree. New types of Streptomyces spp., Sp-C, Sp-D, Sp-Ep, Sp-G, and Sp-I, were found from the waste heap in Surabaya. Of these, Sp-Ep was very closely related to Streptomyces indonesiasis and Streptomycesnashvillensis. Sp-F was identified as Streptomyces levis strain NRRL B-24299, and Sp-C was identified as Synodontis filamentosus. Sp-D was related to Sida javensis and Staphylococcus roseus. Sp-G was related to Streptomyces roseoviridis strain NBRC 12911 and Streptomyces thermocarboxydovorans strain AT52. Sp-I was related to Streptomyces cangkringensis and Streptomyces asiaticus. Finally, Sp-A was related to Sansevieria laurentii strain LMG 19959. Conclusion: Based on the phylogenetic tree, new strains of Streptomyces isolate, namely, Sp-D, Sp-Ep, Sp-G, and Sp-I, were found in the garbage dump soils of Surabaya. This new strain can produce antibiotics to be used as an alternative to antibiotics; however, further research is needed to confirm the activity.
Collapse
Affiliation(s)
- R. Kurnijasanti
- Department of Pharmacology, Faculty of Veterinary Medicine, Universitas Airlangga, Surabaya, Indonesia
| | - S. A. Sudjarwo
- Department of Pharmacology, Faculty of Veterinary Medicine, Universitas Airlangga, Surabaya, Indonesia
| |
Collapse
|
26
|
Shridhar PB, Amachawadi RG, Tokach M, Patel I, Gangiredla J, Mammel M, Nagaraja TG. Whole genome sequence analyses-based assessment of virulence potential and antimicrobial susceptibilities and resistance of Enterococcus faecium strains isolated from commercial swine and cattle probiotic products. J Anim Sci 2022; 100:6527694. [PMID: 35150575 PMCID: PMC8908542 DOI: 10.1093/jas/skac030] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 01/28/2022] [Indexed: 11/13/2022] Open
Abstract
Enterococcus faecium is one of the more commonly used bacterial species as a probiotic in animals. The organism, a common inhabitant of the gut of animals and humans, is a major nosocomial pathogen responsible for a variety infections in humans and sporadic infections in animals. In swine and cattle, E. faecium-based probiotic products are used for growth promotion and gut functional and health benefits. The objective of this study was to utilize whole genome sequence-based analysis to assess virulence potential, detect antimicrobial resistance genes, and analyze phylogenetic relationships of E. faecium strains from commercial swine and cattle probiotics. Genomic DNA extracted from E. faecium strains, isolated from commercial probiotic products of swine (n = 9) and cattle (n = 13), were sequenced in an Illumina MiSeq platform and analyzed. Seven of the nine swine strains and seven of the 13 cattle strains were identified as Enterococcus lactis, and not as E. faecium. None of the 22 probiotic strains carried major virulence genes required to initiate infections, but many carried genes involved in adhesion to host cells, which may benefit the probiotic strains to colonize and persist in the gut. Strains also carried genes encoding resistance to a few medically important antibiotics, which included aminoglycosides [aac(6')-Ii, aph(3')-III, ant(6)-Ia], macrolide, lincosamide and streptogramin B (msrC), tetracyclines [tet(L) and tet(M)], and phenicols [cat-(pc194)]. The comparison of the genotypic to phentypic AMR data showed presence of both related and unrelated genes in the probiotic strains. Swine and cattle probiotic E. faecium strains belonged to diverse sequence types. Phylogenetic analysis of the probiotic strains, and strains of human (n = 29), swine (n = 4), and cattle (n = 4) origin, downloaded from GenBank, indicated close clustering of strains belonging to the same species and source, but a few swine and cattle probiotic strains clustered closely with other cattle and human fecal strains. In conclusion, the absence of major virulence genes characteristic of the clinical E. faecium strains suggests that these probiotic strains are unlikely to initiate opportunistic infection. However, the carriage of AMR genes to medically important antibiotics and close clustering of the probiotic strains with other human and cattle fecal strains suggests that probiotic strains may pose risk to serve as a source of transmitting AMR genes to other gut bacteria.
Collapse
Affiliation(s)
- Pragathi B Shridhar
- Department of Diagnostic Medicine/Pathobiology, Kansas State University, Manhattan, KS 66506-5800, USA
| | - Raghavendra G Amachawadi
- Department of Clinical Sciences, Kansas State University, Manhattan, KS 66506-5800, USA,Corresponding author:
| | - Mike Tokach
- Department of Animal Sciences and Industry, Kansas State University, Manhattan, KS 66506-5800, USA
| | - Isha Patel
- Division of Molecular Biology, Center for Food Safety and Applied Nutrition, United States Food and Drug Administration, Laurel, MD 20708, USA
| | - Jayanthi Gangiredla
- Division of Molecular Biology, Center for Food Safety and Applied Nutrition, United States Food and Drug Administration, Laurel, MD 20708, USA
| | - Mark Mammel
- Division of Molecular Biology, Center for Food Safety and Applied Nutrition, United States Food and Drug Administration, Laurel, MD 20708, USA
| | - T G Nagaraja
- Department of Diagnostic Medicine/Pathobiology, Kansas State University, Manhattan, KS 66506-5800, USA
| |
Collapse
|
27
|
Prenatal versus Postnatal Initial Colonization of Healthy Neonates' Colon Ecosystem by the Enterobacterium Escherichia coli. Microbiol Spectr 2021; 9:e0037921. [PMID: 34817225 PMCID: PMC8612161 DOI: 10.1128/spectrum.00379-21] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
The human colon is a microbial ecosystem whose initial bacterial colonization in neonates is an important step in establishing a beneficial microbiota for the body's health. This study investigated the occurrence of viable culturable Escherichia coli in first-day meconium versus subsequent days' stool to explore the prenatal versus postnatal initial colonization of the colon by E. coli in healthy neonates. E. coli occurrence was investigated on eosin-methylene blue (EMB) agar, followed by morphological and biochemical characterizations and phylogenetic analysis of 16S rRNA-encoding gene sequences. Viable culturable E. coli was not detected in meconium of healthy male or female neonates delivered either vaginally or by cesarean section. Neonates delivered surgically also showed no E. coli colonization on the second and third days, confirming postnatal colonization of the colon by this enterobacterium. E. coli's initial colonization in the colon of neonates delivered vaginally occurred on the second day, which can be attributed to inoculation from the vaginal canal during delivery and, in comparison to the colonization in neonates delivered surgically, leads to the inference that the bacterium is not originally found in meconium. This study suggests no viability of the meconium microbiome in healthy neonates, possibly due to antimicrobial action in the prenatal colon's meconium protecting babies' gut from infection during delivery. IMPORTANCE The results of this study suggest that the initial postnatal colonization of neonates' colon by beneficial bacteria is a naturally controlled process in which the prenatal colon's meconium might play a role in protecting against infection of the babies' gut during delivery.
Collapse
|
28
|
Pickett B, Carey CJ, Arogyaswamy K, Botthoff J, Maltz M, Catalán P, Aronson EL. Enriched root bacterial microbiome in invaded vs native ranges of the model grass allotetraploid Brachypodium hybridum. Biol Invasions 2021. [DOI: 10.1007/s10530-021-02692-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
AbstractInvasive species can shift the composition of key soil microbial groups, thus creating novel soil microbial communities. To better understand the biological drivers of invasion, we studied plant-microbial interactions in species of the Brachypodium distachyon complex, a model system for functional genomic studies of temperate grasses and bioenergy crops. While Brachypodium hybridum invasion in California is in an incipient stage, threatening natural and agricultural systems, its diploid progenitor species B. distachyon is not invasive in California. We investigated the root, soil, and rhizosphere bacterial composition of Brachypodium hybridum in both its native and invaded range, and of B. distachyon in the native range. We used high-throughput, amplicon sequencing to evaluate if the bacteria associated with these plants differ, and whether biotic controls may be driving B. hybridum invasion. Bacterial community composition of B. hybridum differed based on provenance (native or invaded range) for root, rhizosphere, and bulk soils, as did the abundance of dominant bacterial taxa. Bacteroidetes, Cyanobacteria and Bacillus spp. (species) were significantly more abundant in B. hybridum roots from the invaded range, whereas Proteobacteria, Firmicutes, Erwinia and Pseudomonas were more abundant in the native range roots. Brachypodium hybridum forms novel biotic interactions with a diverse suite of rhizosphere microbes from the invaded range, which may not exert a similar influence within its native range, ostensibly contributing to B. hybridum’s invasiveness. These associated plant microbiomes could inform future management approaches for B. hybridum in its invaded range and could be key to understanding, predicting, and preventing future plant invasions.
Collapse
|
29
|
Belloso Daza MV, Cortimiglia C, Bassi D, Cocconcelli PS. Genome-based studies indicate that the Enterococcus faecium Clade B strains belong to Enterococcus lactis species and lack of the hospital infection associated markers. Int J Syst Evol Microbiol 2021; 71. [PMID: 34402778 DOI: 10.1099/ijsem.0.004948] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Enterococcus lactis and the heterotypic synonym Enterococcus xinjiangensis from dairy origin have recently been identified as a novel species based on 16S rRNA gene sequence analysis. Enterococcus faecium type strain NCTC 7171T was used as the reference genome for determining E. lactis and E. faecium to be separate species. However, this taxonomic classification did not consider the diverse lineages of E. faecium, and the double nature of hospital-associated (clade A) and community-associated (clade B) isolates. Here, we investigated the taxonomic relationship among isolates of E. faecium of different origins and E. lactis, using a genome-based approach. Additional to 16S rRNA gene sequence analysis, we estimated the relatedness among strains and species using phylogenomics based on the core pangenome, multilocus sequence typing, the average nucleotide identity and digital DNA-DNA hybridization. Moreover, following the available safety assessment schemes, we evaluated the virulence profile and the ampicillin resistance of E. lactis and E. faecium clade B strains. Our results confirmed the genetic and evolutionary differences between clade A and the intertwined clade B and E. lactis group. We also confirmed the absence in these strains of virulence gene markers IS16, hylEfm and esp and the lack of the PBP5 allelic profile associated with ampicillin resistance. Taken together, our findings support the reassignment of the strains of E. faecium clade B as E. lactis.
Collapse
Affiliation(s)
- Mireya Viviana Belloso Daza
- Dipartimento di Scienze e Tecnologie Alimentari per Una Filiera Agro-Alimentare Sostenibile (DISTAS), Università Cattolica del Sacro Cuore, Piacenza-Cremona, Italy
| | - Claudia Cortimiglia
- Dipartimento di Scienze e Tecnologie Alimentari per Una Filiera Agro-Alimentare Sostenibile (DISTAS), Università Cattolica del Sacro Cuore, Piacenza-Cremona, Italy
| | - Daniela Bassi
- Dipartimento di Scienze e Tecnologie Alimentari per Una Filiera Agro-Alimentare Sostenibile (DISTAS), Università Cattolica del Sacro Cuore, Piacenza-Cremona, Italy
| | - Pier Sandro Cocconcelli
- Dipartimento di Scienze e Tecnologie Alimentari per Una Filiera Agro-Alimentare Sostenibile (DISTAS), Università Cattolica del Sacro Cuore, Piacenza-Cremona, Italy
| |
Collapse
|
30
|
Hassouneh SAD, Loftus M, Yooseph S. Linking Inflammatory Bowel Disease Symptoms to Changes in the Gut Microbiome Structure and Function. Front Microbiol 2021; 12:673632. [PMID: 34349736 PMCID: PMC8326577 DOI: 10.3389/fmicb.2021.673632] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Accepted: 06/25/2021] [Indexed: 12/12/2022] Open
Abstract
Inflammatory bowel disease (IBD) is a chronic disease of the gastrointestinal tract that is often characterized by abdominal pain, rectal bleeding, inflammation, and weight loss. Many studies have posited that the gut microbiome may play an integral role in the onset and exacerbation of IBD. Here, we present a novel computational analysis of a previously published IBD dataset. This dataset consists of shotgun sequence data generated from fecal samples collected from individuals with IBD and an internal control group. Utilizing multiple external controls, together with appropriate techniques to handle the compositionality aspect of sequence data, our computational framework can identify and corroborate differences in the taxonomic profiles, bacterial association networks, and functional capacity within the IBD gut microbiome. Our analysis identified 42 bacterial species that are differentially abundant between IBD and every control group (one internal control and two external controls) with at least a twofold difference. Of the 42 species, 34 were significantly elevated in IBD, relative to every other control. These 34 species were still present in the control groups and appear to play important roles, according to network centrality and degree, in all bacterial association networks. Many of the species elevated in IBD have been implicated in modulating the immune response, mucin degradation, antibiotic resistance, and inflammation. We also identified elevated relative abundances of protein families related to signal transduction, sporulation and germination, and polysaccharide degradation as well as decreased relative abundance of protein families related to menaquinone and ubiquinone biosynthesis. Finally, we identified differences in functional capacities between IBD and healthy controls, and subsequently linked the changes in the functional capacity to previously published clinical research and to symptoms that commonly occur in IBD.
Collapse
Affiliation(s)
- Sayf Al-Deen Hassouneh
- Burnett School of Biomedical Sciences, Genomics and Bioinformatics Cluster, University of Central Florida, Orlando, FL, United States
| | - Mark Loftus
- Burnett School of Biomedical Sciences, Genomics and Bioinformatics Cluster, University of Central Florida, Orlando, FL, United States
| | - Shibu Yooseph
- Department of Computer Science, Genomics and Bioinformatics Cluster, University of Central Florida, Orlando, FL, United States
| |
Collapse
|
31
|
Lee NY, Joung HC, Kim BK, Kim BY, Park TS, Suk KT. Lactobacillus lactis CKDB001 ameliorate progression of nonalcoholic fatty liver disease through of gut microbiome: addendum. Gut Microbes 2020; 12:1829449. [PMID: 33131411 PMCID: PMC7644178 DOI: 10.1080/19490976.2020.1829449] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
According to our recent study (N.Y. LEE et al. Gut Microbes 2020; 11:882-99.)1, we reported that Lactobacillus and Pediococcus ameliorate progression of nonalcoholic fatty liver disease through modulation of the gut microbiome. According on the analysis method (Previous: 16s rRNA sequencing and Recent: whole gene sequencing), the probiotics named Lactobacillus bulgaricus that we used in the experiment was identified as Lactobacillus delbrueckii subsp. bulgaricus through 16s rRNA sequencing analysis. Recently, we performed a clearer analysis with whole gene sequencing to proceed with the clinical trial, it was identified as Lactobacillus delbrueckii subsp. lactis by whole gene sequencing. Therefore, we inform that the subspecies have been changed to lactis through WGS. Read L. bulgaricus in the previous paper as L. lactis. In this addendum, the results of the change to L. lactis are summarized, and descriptions have been added to Materials & methods and Discussion.
Collapse
Affiliation(s)
- Na Young Lee
- Institue for Liver and Digestive Disease, Hallym University, Chuncheon-si, Republic of Korea
| | - Hyun Chae Joung
- Chong Kun Dang Bio Research Institute, CKDBiO, Ansan-si, Republic of Korea
| | - Byoung Kook Kim
- Chong Kun Dang Bio Research Institute, CKDBiO, Ansan-si, Republic of Korea
| | - Byung Yong Kim
- ChunLab, Inc., Microbiome Department, Seoul, Republic of Korea
| | - Tae Sik Park
- Department of Life Science, Gachon University, Sungnam, Republic of Korea
| | - Ki Tae Suk
- Institue for Liver and Digestive Disease, Hallym University, Chuncheon-si, Republic of Korea,Department of Internal Medicine, Hallym University College of Medicine, Chuncheon, Republic of Korea,CONTACT Ki Tae Suk Department of Internal Medicine, Hallym University Chuncheon Sacred Heart Hospital, Hallym University College of Medicine, Gyo-dong, Chuncheon24253, South Korea
| |
Collapse
|
32
|
Performance and Application of 16S rRNA Gene Cycle Sequencing for Routine Identification of Bacteria in the Clinical Microbiology Laboratory. Clin Microbiol Rev 2020; 33:33/4/e00053-19. [PMID: 32907806 DOI: 10.1128/cmr.00053-19] [Citation(s) in RCA: 158] [Impact Index Per Article: 31.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
This review provides a state-of-the-art description of the performance of Sanger cycle sequencing of the 16S rRNA gene for routine identification of bacteria in the clinical microbiology laboratory. A detailed description of the technology and current methodology is outlined with a major focus on proper data analyses and interpretation of sequences. The remainder of the article is focused on a comprehensive evaluation of the application of this method for identification of bacterial pathogens based on analyses of 16S multialignment sequences. In particular, the existing limitations of similarity within 16S for genus- and species-level differentiation of clinically relevant pathogens and the lack of sequence data currently available in public databases is highlighted. A multiyear experience is described of a large regional clinical microbiology service with direct 16S broad-range PCR followed by cycle sequencing for direct detection of pathogens in appropriate clinical samples. The ability of proteomics (matrix-assisted desorption ionization-time of flight) versus 16S sequencing for bacterial identification and genotyping is compared. Finally, the potential for whole-genome analysis by next-generation sequencing (NGS) to replace 16S sequencing for routine diagnostic use is presented for several applications, including the barriers that must be overcome to fully implement newer genomic methods in clinical microbiology. A future challenge for large clinical, reference, and research laboratories, as well as for industry, will be the translation of vast amounts of accrued NGS microbial data into convenient algorithm testing schemes for various applications (i.e., microbial identification, genotyping, and metagenomics and microbiome analyses) so that clinically relevant information can be reported to physicians in a format that is understood and actionable. These challenges will not be faced by clinical microbiologists alone but by every scientist involved in a domain where natural diversity of genes and gene sequences plays a critical role in disease, health, pathogenicity, epidemiology, and other aspects of life-forms. Overcoming these challenges will require global multidisciplinary efforts across fields that do not normally interact with the clinical arena to make vast amounts of sequencing data clinically interpretable and actionable at the bedside.
Collapse
|
33
|
Khadayat K, Sherpa DD, Malla KP, Shrestha S, Rana N, Marasini BP, Khanal S, Rayamajhee B, Bhattarai BR, Parajuli N. Molecular Identification and Antimicrobial Potential of Streptomyces Species from Nepalese Soil. Int J Microbiol 2020; 2020:8817467. [PMID: 32908528 PMCID: PMC7474392 DOI: 10.1155/2020/8817467] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Accepted: 08/12/2020] [Indexed: 11/20/2022] Open
Abstract
Streptomyces are widely used for the production of secondary metabolites with diverse biological activities, including antibiotics. The necessity of alternative antimicrobial agents against multidrug-resistant pathogens is indispensable. However, the production of new therapeutics is delayed in recent days. Thus, the isolation of new Streptomyces species has drawn attention. Nepal-a country rich in biodiversity-has got high possibilities for the discovery of members of actinomycetes, especially in the higher altitudes. However, in vain, only a few screening research works have been reported from Nepal to date. Streptomyces species were isolated on ISP4 media, and characterization was performed according to morphological similarity and 16S rRNA sequence similarity using bioinformatic tools. Ethyl acetate extracts of Streptomyces species were prepared, and the antimicrobial activity was carried out using agar well diffusion technique. In this report, 18 Streptomyces species isolated from the soil were reported based on sequence analysis of 16S rRNA. Among them, 12 isolates have shown antibacterial activity against extended-spectrum beta-lactamase- (ESBL-) producing Escherichia coli. Here, we have also analyzed 16S rRNA in 27 Streptomyces species whose whole-genome sequence is available, which has revealed that some species have multiple copies of the 16S gene (∼1.5 kb) with significant variation in nucleotides. In contrast, some Streptomyces species shared identical DNA sequences in multiple copies of 16S rRNA. The sequencing of numerous copies of 16S rRNA is not necessary, and the molecular sequencing of this region is not sufficient for the identification of bacterial species. The Streptomyces species-derived ethyl acetate extracts from Nepalese soil demonstrate potential activity against ESBL-producing E. coli. Thus, they are potential candidates for antibiotics manufacturing in the future.
Collapse
Affiliation(s)
- Karan Khadayat
- Central Department of Chemistry, Tribhuvan University, Kirtipur, Kathmandu, Nepal
- Department of Biotechnology, National College, Tribhuvan University, Naya Bazar, Kathmandu, Nepal
| | - Dawa Dindu Sherpa
- Department of Biotechnology, National College, Tribhuvan University, Naya Bazar, Kathmandu, Nepal
| | - Krishna Prakash Malla
- Department of Biotechnology, National College, Tribhuvan University, Naya Bazar, Kathmandu, Nepal
| | - Sunil Shrestha
- Department of Biotechnology, National College, Tribhuvan University, Naya Bazar, Kathmandu, Nepal
| | - Nabin Rana
- Department of Biotechnology, National College, Tribhuvan University, Naya Bazar, Kathmandu, Nepal
| | - Bishnu P. Marasini
- Department of Biotechnology, National College, Tribhuvan University, Naya Bazar, Kathmandu, Nepal
| | - Santosh Khanal
- Department of Microbiology, National College, Tribhuvan University, Naya Bazar, Kathmandu, Nepal
| | - Binod Rayamajhee
- Department of Microbiology, National College, Tribhuvan University, Naya Bazar, Kathmandu, Nepal
| | - Bibek Raj Bhattarai
- Central Department of Chemistry, Tribhuvan University, Kirtipur, Kathmandu, Nepal
| | - Niranjan Parajuli
- Central Department of Chemistry, Tribhuvan University, Kirtipur, Kathmandu, Nepal
| |
Collapse
|
34
|
Brock DA, Noh S, Hubert AN, Haselkorn TS, DiSalvo S, Suess MK, Bradley AS, Tavakoli-Nezhad M, Geist KS, Queller DC, Strassmann JE. Endosymbiotic adaptations in three new bacterial species associated with Dictyostelium discoideum: Paraburkholderia agricolaris sp. nov., Paraburkholderia hayleyella sp. nov., and Paraburkholderia bonniea sp. nov. PeerJ 2020; 8:e9151. [PMID: 32509456 PMCID: PMC7247526 DOI: 10.7717/peerj.9151] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Accepted: 04/17/2020] [Indexed: 12/24/2022] Open
Abstract
Here we give names to three new species of Paraburkholderia that can remain in symbiosis indefinitely in the spores of a soil dwelling eukaryote, Dictyostelium discoideum. The new species P. agricolaris sp. nov., P. hayleyella sp. nov., and P. bonniea sp. nov. are widespread across the eastern USA and were isolated as internal symbionts of wild-collected D. discoideum. We describe these sp. nov. using several approaches. Evidence that they are each a distinct new species comes from their phylogenetic position, average nucleotide identity, genome-genome distance, carbon usage, reduced length, cooler optimal growth temperature, metabolic tests, and their previously described ability to invade D. discoideum amoebae and form a symbiotic relationship. All three of these new species facilitate the prolonged carriage of food bacteria by D. discoideum, though they themselves are not food. Further studies of the interactions of these three new species with D. discoideum should be fruitful for understanding the ecology and evolution of symbioses.
Collapse
Affiliation(s)
- Debra A. Brock
- Department of Biology, Washington University in St. Louis, St Louis, MO, United States of America
| | - Suegene Noh
- Department of Biology, Colby College, Waterville, ME, United States of America
| | - Alicia N.M. Hubert
- Department of Biology, Washington University in St. Louis, St Louis, MO, United States of America
| | - Tamara S. Haselkorn
- Department of Biology, University of Central Arkansas, Conway, AR, United States of America
| | - Susanne DiSalvo
- Department of Biological Sciences, Southern Illinois University at Edwardsville, Edwardsville, IL, United States of America
| | - Melanie K. Suess
- Department of Earth and Planetary Sciences, Washington University in St. Louis, St Louis, MO, United States of America
| | - Alexander S. Bradley
- Department of Earth and Planetary Sciences, Division of Biology and Biomedical Sciences, Washington University in St. Louis, St Louis, MO, United States of America
| | | | - Katherine S. Geist
- Department of Biology, Washington University in St. Louis, St Louis, MO, United States of America
| | - David C. Queller
- Department of Biology, Washington University in St. Louis, St Louis, MO, United States of America
| | - Joan E. Strassmann
- Department of Biology, Washington University in St. Louis, St Louis, MO, United States of America
| |
Collapse
|
35
|
In Situ Profiling of the Three Dominant Phyla Within the Human Gut Using TaqMan PCR for Pre-Hospital Diagnosis of Gut Dysbiosis. Int J Mol Sci 2020; 21:ijms21061916. [PMID: 32168885 PMCID: PMC7139488 DOI: 10.3390/ijms21061916] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2020] [Revised: 03/05/2020] [Accepted: 03/09/2020] [Indexed: 12/26/2022] Open
Abstract
A microbial imbalance called dysbiosis leads to inflammatory bowel disease (IBD), which can include ulcerative colitis (UC). Fecal microbiota transplantation (FMT), a novel therapy, has recently been successful in treating gut dysbiosis in UC patients. For the FMT technique to be successful, the gut microbiota of both the healthy donors and UC patients must be characterized. For decades, next-generation sequencing (NGS) has been used to analyze gut microbiota. Despite the popularity of NGS, the cost and time constraints make it difficult to use in emergency services and activities related to the periodic monitoring of microbiota profile alterations. Hence, in this study, we developed a multiplex TaqMan qPCR assay (MTq-PCR) with novel probes to simultaneously determine the relative proportions of the three dominant microbial phyla in the human gut: Bacteroidetes, Firmicutes, and Proteobacteria. The relative proportions of the three phyla in fecal samples of either healthy volunteers or UC patients were similar when assessed NGS and the MTq-PCR. Thus, our MTq-PCR assay could be a practical microbiota profiling alternative for diagnosing and monitoring gut dysbiosis in UC patients during emergency situations, and it could have a role in screening stool from potential FMT donors.
Collapse
|
36
|
Greay TL, Gofton AW, Zahedi A, Paparini A, Linge KL, Joll CA, Ryan UM. Evaluation of 16S next-generation sequencing of hypervariable region 4 in wastewater samples: An unsuitable approach for bacterial enteric pathogen identification. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 670:1111-1124. [PMID: 31018427 DOI: 10.1016/j.scitotenv.2019.03.278] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Revised: 03/15/2019] [Accepted: 03/18/2019] [Indexed: 05/18/2023]
Abstract
Recycled wastewater can carry human-infectious microbial pathogens and therefore wastewater treatment strategies must effectively eliminate pathogens before recycled wastewater is used to supplement drinking and agricultural water supplies. This study characterised the bacterial composition of four wastewater treatment plants (WWTPs) (three waste stabilisation ponds and one oxidation ditch WWTP using activated sludge treatment) in Western Australia. The hypervariable region 4 (V4) of the bacterial 16S rRNA (16S) gene was sequenced using next-generation sequencing (NGS) on the Illumina MiSeq platform. Sequences were pre-processed in USEARCH v10.0 and denoised into zero-radius taxonomic units (ZOTUs) with UNOISE3. Taxonomy was assigned to the ZOTUs using QIIME 2 and the Greengenes database and cross-checked with the NCBI nr/nt database. Bacterial composition of all WWTPs and treatment stages (influent, intermediate and effluent) were dominated by Proteobacteria (29.0-87.4%), particularly Betaproteobacteria (9.0-53.5%) and Gammaproteobacteria (8.6-34.6%). Nitrifying bacteria (Nitrospira spp.) were found only in the intermediate and effluent of the oxidation ditch WWTP, and denitrifying and floc-forming bacteria were detected in all WWTPs, particularly from the families Comamonadaceae and Rhodocyclales. Twelve pathogens were assigned taxonomy by the Greengenes database, but comparison of sequences from genera and families known to contain pathogens to the NCBI nr/nt database showed that only three pathogens (Arcobacter venerupis, Laribacter hongkongensis and Neisseria canis) could be identified in the dataset at the V4 region. Importantly, Enterobacteriaceae genera could not be differentiated. Family level taxa assigned by Greengenes database agreed with NCBI nr/nt in most cases, however, BLAST analyses revealed erroneous taxa in Greengenes database. This study highlights the importance of validating taxonomy of NGS sequences with databases such as NCBI nr/nt, and recommends including the V3 region of 16S in future short amplicon NGS studies that aim to identify bacterial enteric pathogens, as this will improve taxonomic resolution of most, but not all, Enterobacteriaceae species.
Collapse
Affiliation(s)
- Telleasha L Greay
- Vector and Waterborne Pathogens Research Group, School of Veterinary and Life Sciences, Murdoch University, Perth, Western Australia, Australia; Western Australian State Agricultural Biotechnology Centre, Murdoch University, Perth, Western Australia, Australia
| | - Alexander W Gofton
- Vector and Waterborne Pathogens Research Group, School of Veterinary and Life Sciences, Murdoch University, Perth, Western Australia, Australia.
| | - Alireza Zahedi
- Vector and Waterborne Pathogens Research Group, School of Veterinary and Life Sciences, Murdoch University, Perth, Western Australia, Australia; Western Australian State Agricultural Biotechnology Centre, Murdoch University, Perth, Western Australia, Australia.
| | - Andrea Paparini
- Vector and Waterborne Pathogens Research Group, School of Veterinary and Life Sciences, Murdoch University, Perth, Western Australia, Australia.
| | - Kathryn L Linge
- Curtin Water Quality Research Centre, Chemistry, School of Molecular and Life Sciences, Curtin University, GPO Box U1987, Perth, Australia; ChemCentre, P.O. Box 1250, Perth, Western Australia, Australia.
| | - Cynthia A Joll
- Curtin Water Quality Research Centre, Chemistry, School of Molecular and Life Sciences, Curtin University, GPO Box U1987, Perth, Australia.
| | - Una M Ryan
- Vector and Waterborne Pathogens Research Group, School of Veterinary and Life Sciences, Murdoch University, Perth, Western Australia, Australia.
| |
Collapse
|
37
|
Zheng Y, Saitou A, Wang CM, Toyoda A, Minakuchi Y, Sekiguchi Y, Ueda K, Takano H, Sakai Y, Abe K, Yokota A, Yabe S. Genome Features and Secondary Metabolites Biosynthetic Potential of the Class Ktedonobacteria. Front Microbiol 2019; 10:893. [PMID: 31080444 PMCID: PMC6497799 DOI: 10.3389/fmicb.2019.00893] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Accepted: 04/08/2019] [Indexed: 12/30/2022] Open
Abstract
The prevalence of antibiotic resistance and the decrease in novel antibiotic discovery in recent years necessitates the identification of potentially novel microbial resources to produce natural products. Ktedonobacteria, a class of deeply branched bacterial lineage in the ancient phylum Chloroflexi, are ubiquitous in terrestrial environments and characterized by their large genome size and complex life cycle. These characteristics indicate Ktedonobacteria as a potential active producer of bioactive compounds. In this study, we observed the existence of a putative "megaplasmid," multiple copies of ribosomal RNA operons, and high ratio of hypothetical proteins with unknown functions in the class Ktedonobacteria. Furthermore, a total of 104 antiSMASH-predicted putative biosynthetic gene clusters (BGCs) for secondary metabolites with high novelty and diversity were identified in nine Ktedonobacteria genomes. Our investigation of domain composition and organization of the non-ribosomal peptide synthetase and polyketide synthase BGCs further supports the concept that class Ktedonobacteria may produce compounds structurally different from known natural products. Furthermore, screening of bioactive compounds from representative Ktedonobacteria strains resulted in the identification of broad antimicrobial activities against both Gram-positive and Gram-negative tested bacterial strains. Based on these findings, we propose the ancient, ubiquitous, and spore-forming Ktedonobacteria as a versatile and promising microbial resource for natural product discovery.
Collapse
Affiliation(s)
- Yu Zheng
- Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
| | - Ayana Saitou
- Faculty of Agriculture, Tohoku University, Sendai, Japan
| | - Chiung-Mei Wang
- Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
| | - Atsushi Toyoda
- Comparative Genomics Laboratory, National Institute of Genetics, Mishima, Japan
| | - Yohei Minakuchi
- Comparative Genomics Laboratory, National Institute of Genetics, Mishima, Japan
| | - Yuji Sekiguchi
- Biomedical Research Institute, National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan
| | - Kenji Ueda
- Life Science Research Center, College of Bioresource Sciences, Nihon University, Fujisawa, Japan
| | - Hideaki Takano
- Life Science Research Center, College of Bioresource Sciences, Nihon University, Fujisawa, Japan
| | - Yasuteru Sakai
- Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
| | - Keietsu Abe
- Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
| | - Akira Yokota
- Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
| | - Shuhei Yabe
- Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
- Hazaka Plant Research Center, Kennan Eisei Kogyo Co., Ltd., Miyagi, Japan
| |
Collapse
|