1
|
Yang F, Zhang X, Hu S, Nie H, Gui P, Zhong Z, Guo Y, Zhao X. Changes in Microbial Communities Using Pigs as a Model for Postmortem Interval Estimation. Microorganisms 2023; 11:2811. [PMID: 38004822 PMCID: PMC10672931 DOI: 10.3390/microorganisms11112811] [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: 10/04/2023] [Revised: 11/06/2023] [Accepted: 11/09/2023] [Indexed: 11/26/2023] Open
Abstract
Microbial communities can undergo significant successional changes during decay and decomposition, potentially providing valuable insights for determining the postmortem interval (PMI). The microbiota produce various gases that cause cadaver bloating, and rupture releases nutrient-rich bodily fluids into the environment, altering the soil microbiota around the carcasses. In this study, we aimed to investigate the underlying principles governing the succession of microbial communities during the decomposition of pig carcasses and the soil beneath the carcasses. At early decay, the phylum Firmicutes and Bacteroidota were the most abundant in both the winter and summer pig rectum. However, Proteobacteria became the most abundant in the winter pig rectum in late decay. Using genus as a biomarker to estimate the PMI could get the MAE from 1.375 days to 2.478 days based on the RF model. The abundance of bacterial communities showed a decreasing trend with prolonged decomposition time. There were statistically significant differences in microbial diversity in the two periods (pre-rupture and post-rupture) of the four groups (WPG 0-8Dvs. WPG 16-40D, p < 0.0001; WPS 0-16Dvs. WPS 24-40D, p = 0.003; SPG 0D vs. SPG 8-40D, p = 0.0005; and SPS 0D vs. SPS 8-40D, p = 0.0208). Most of the biomarkers in the pre-rupture period belong to obligate anaerobes. In contrast, the biomarkers in the post-rupture period belong to aerobic bacteria. Furthermore, the genus Vagococcus shows a similar increase trend, whether in winter or summer. Together, these results suggest that microbial succession was predictable and can be developed into a forensic tool for estimating the PMI.
Collapse
Affiliation(s)
- Fan Yang
- Institute of Forensic Science, Ministry of Public Security, Beijing 100038, China; (F.Y.); (S.H.); (H.N.)
| | - Xiangyan Zhang
- Department of Forensic Science, School of Basic Medical Sciences, Central South University, Changsha 410013, China; (X.Z.); (Y.G.)
| | - Sheng Hu
- Institute of Forensic Science, Ministry of Public Security, Beijing 100038, China; (F.Y.); (S.H.); (H.N.)
| | - Hao Nie
- Institute of Forensic Science, Ministry of Public Security, Beijing 100038, China; (F.Y.); (S.H.); (H.N.)
| | - Peng Gui
- Department of Microbiology, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China; (P.G.); (Z.Z.)
| | - Zengtao Zhong
- Department of Microbiology, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China; (P.G.); (Z.Z.)
| | - Yadong Guo
- Department of Forensic Science, School of Basic Medical Sciences, Central South University, Changsha 410013, China; (X.Z.); (Y.G.)
| | - Xingchun Zhao
- Institute of Forensic Science, Ministry of Public Security, Beijing 100038, China; (F.Y.); (S.H.); (H.N.)
| |
Collapse
|
2
|
Orr RJS, Brynildsrud OB, Abdelli M, Ramisse V, Dybwad M. Reference genome assembly and annotation of two Bacillus cereus sensu lato strains from Etosha National Park, Namibia. Microbiol Resour Announc 2023; 12:e0054423. [PMID: 37855617 PMCID: PMC10652954 DOI: 10.1128/mra.00544-23] [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: 06/21/2023] [Accepted: 09/21/2023] [Indexed: 10/20/2023] Open
Abstract
Bacillus cereus sensu lato (s.l.) poses health and security issues. Here, we report the reference genome assembly of two Bacillus cereus s.l. strains, isolated from Etosha National Park, Namibia (FFI_BCgr36 and FFI_BCgr46). These unique genomes open for better understanding of environmental diversity and improvements in detection of threatening species.
Collapse
Affiliation(s)
- Russell J. S. Orr
- Total Defence Division, Norwegian Defence Research Establishment FFI, Kjeller, Norway
| | - Ola B. Brynildsrud
- Total Defence Division, Norwegian Defence Research Establishment FFI, Kjeller, Norway
| | - Mehdi Abdelli
- Division Biologie, DGA Maîtrise NRBC, Vert-le-Petit, France
| | | | - Marius Dybwad
- Total Defence Division, Norwegian Defence Research Establishment FFI, Kjeller, Norway
| |
Collapse
|
3
|
Miguel M, Kim SH, Lee SS, Cho YI. Composition and functional diversity of bacterial communities during swine carcass decomposition. Anim Biosci 2023; 36:1453-1464. [PMID: 37402447 PMCID: PMC10472150 DOI: 10.5713/ab.23.0140] [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: 04/14/2023] [Revised: 05/08/2023] [Accepted: 06/14/2023] [Indexed: 07/06/2023] Open
Abstract
OBJECTIVE This study investigated the changes in bacterial communities within decomposing swine microcosms, comparing soil with or without intact microbial communities, and under aerobic and anaerobic conditions. METHODS The experimental microcosms consisted of four conditions: UA, unsterilized soil-aerobic condition; SA, sterilized soil-aerobic condition; UAn, unsterilized soil-anaerobic condition; and San, sterilized soil-anaerobic condition. The microcosms were prepared by mixing 112.5 g of soil and 37.5 g of ground carcass, which were then placed in sterile containers. The carcass-soil mixture was sampled at day 0, 5, 10, 30, and 60 of decomposition, and the bacterial communities that formed during carcass decomposition were assessed using Illumina MiSeq sequencing of the 16S rRNA gene. RESULTS A total of 1,687 amplicon sequence variants representing 22 phyla and 805 genera were identified in the microcosms. The Chao1 and Shannon diversity indices varied in between microcosms at each period (p<0.05). Metagenomic analysis showed variation in the taxa composition across the burial microcosms during decomposition, with Firmicutes being the dominant phylum, followed by Proteobacteria. At the genus level, Bacillus and Clostridium were the main genera within Firmicutes. Functional prediction revealed that the most abundant Kyoto encyclopedia of genes and genomes metabolic functions were carbohydrate and amino acid metabolisms. CONCLUSION This study demonstrated a higher bacteria diversity in UA and UAn microcosms than in SA and SAn microcosms. In addition, the taxonomic composition of the microbial community also exhibited changes, highlighting the impact of soil sterilization and oxygen on carcass decomposition. Furthermore, this study provided insights into the microbial communities associated with decomposing swine carcasses in microcosm.
Collapse
Affiliation(s)
- Michelle Miguel
- Department of Animal Science and Technology, Sunchon National University, Suncheon, Jeonnam 57922,
Korea
| | - Seon-Ho Kim
- Department of Animal Science and Technology, Sunchon National University, Suncheon, Jeonnam 57922,
Korea
| | - Sang-Suk Lee
- Department of Animal Science and Technology, Sunchon National University, Suncheon, Jeonnam 57922,
Korea
| | - Yong-Il Cho
- Department of Animal Science and Technology, Sunchon National University, Suncheon, Jeonnam 57922,
Korea
| |
Collapse
|
4
|
Does environmental replication contribute to Bacillus anthracis spore persistence and infectivity in soil? Res Microbiol 2023:104052. [PMID: 36921704 DOI: 10.1016/j.resmic.2023.104052] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 03/06/2023] [Accepted: 03/08/2023] [Indexed: 03/14/2023]
Abstract
Bacillus anthracis is the zoonotic causal agent of anthrax. Its infectious form is the spore, which can persist in soil. Herbivores usually acquire the disease from grazing in spore-contaminated sites. There are two schools of thought regarding B. anthracis activities in soil. One contends the bacteria are obligate animal parasites and soil-based spores remain inert until taken up by another animal host. Others contend that spores can germinate in soil and the bacteria replicate and re-sporulate to maintain and/or increase spore numbers. This review discusses whether soil replication of B. anthracis is an important part of its life cycle.
Collapse
|
5
|
Yudianingtyas DW, Sumiarto B, Susetya H, Salman M, Djatmikowati TF, Haeriah H, Rahman A, Mangidi R. Identification of the molecular characteristics of Bacillus anthracis (1982-2020) isolates in East Indonesia using multilocus variable-number tandem repeat analysis. Vet World 2022; 15:953-961. [PMID: 35698492 PMCID: PMC9178602 DOI: 10.14202/vetworld.2022.953-961] [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: 11/15/2021] [Accepted: 03/09/2022] [Indexed: 11/30/2022] Open
Abstract
Background and Aim: Anthrax is one of the endemic strategic diseases in East Indonesia, particularly in the provinces of South Sulawesi, West Sulawesi, Gorontalo, East Nusa Tenggara, and West Nusa Tenggara. Anthrax is an important disease due to its zoonotic and economic impact on the livestock industry. This study aimed to identify the molecular characteristics of Bacillus anthracis in East Indonesia using multilocus variable-number tandem repeat (VNTR) analysis (MLVA). Materials and Methods: Isolates were obtained from an investigation of anthrax outbreaks in five provinces of East Indonesia from 1982 to 2020. Conventional polymerase chain reaction for B. anthracis was used to identify MLVA-8. Deoxyribonucleic acid sequencing analysis was based on MLVA-8 primers for VNTR identification of the phylogenetic relationship among 24 isolates of B. anthracis obtained from 17 distinct districts/cities in East Indonesia. Tandem Repeats Finder was used for VNTR identification, and Molecular Evolutionary Genetics Analysis X was used to construct phylogenetic analysis. Results: In this study, 24 isolates were classified as genotype or lineage A. There were four subgroups of B. anthracis circulating in East Indonesia based on eight molecular marker loci sequence results. Conclusion: The findings of this study show that MLVA-8 typing might be useful as a subtyping tool for the epidemiological investigation of identical genotypes and low genetic diversity of B. anthracis. No other lineage of B. anthracis was circulating in East Indonesia. Other molecular methods are needed, such as extended MLVA, whole-genome sequencing, and canonical single-nucleotide polymorphism, for a more precise study of B. anthracis genetic diversity.
Collapse
Affiliation(s)
- D. W. Yudianingtyas
- Doctoral Study Program, Faculty of Veterinary Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia; Department of Epidemiology and Veterinary Information, Disease Investigation Centre Maros, Directorate General of Livestock Services and Animal Health, Ministry of Agriculture, The Republic of Indonesia, Indonesia
| | - B. Sumiarto
- Department of Veterinary Public Health, Faculty of Veterinary Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - H. Susetya
- Department of Veterinary Public Health, Faculty of Veterinary Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Mo Salman
- Department of of Clinical Sciences, Animal Population Health Institute, College of Veterinary Medicine and Biomedical Science, Colorado State University, Fort Collins, United States of America
| | - T. F. Djatmikowati
- Bacteriology laboratory, Disease Investigation Centre Maros, Directorate General of Livestock Services and Animal Health, Ministry of Agriculture, Indonesia, The Republic of Indonesia, Indonesia
| | - Haeriah Haeriah
- Bacteriology laboratory, Disease Investigation Centre Maros, Directorate General of Livestock Services and Animal Health, Ministry of Agriculture, Indonesia, The Republic of Indonesia, Indonesia
| | - Abdul Rahman
- Bacteriology laboratory, Disease Investigation Centre Maros, Directorate General of Livestock Services and Animal Health, Ministry of Agriculture, Indonesia, The Republic of Indonesia, Indonesia
| | - R. Mangidi
- Disease Investigation Centre Maros, Directorate General of Livestock Services and Animal Health, Ministry of Agriculture, The Republic of Indonesia, Indonesia
| |
Collapse
|
6
|
Salgado JRS, Rabinovitch L, Gomes MDFDS, Allil RCDSB, Werneck MM, Rodrigues RB, Picão RC, de Oliveira Luiz FB, Vivoni AM. Detection of Bacillus anthracis and Bacillus anthracis-like spores in soil from state of Rio de Janeiro, Brazil. Mem Inst Oswaldo Cruz 2020; 115:e200370. [PMID: 33174903 PMCID: PMC7646210 DOI: 10.1590/0074-02760200370] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Accepted: 10/14/2020] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Bacillus anthracis is the aetiologic agent of anthrax, a re-emerging, septicaemic, haemorrhagic and lethal disease that affects humans, domestic ruminants and wildlife. Plasmids pXO1 and pXO2 are attributes that confer pathogenicity to B. anthracis strains. This bacterium was used as biological weapon in the World Wars and in the biological attack in the United States of America at 2001. B. anthracis is classified as a Tier 1 bioterrorism agent by the Centers for Diseases Control and Prevention. Anthrax is recognised as a re-emerging disease. Several studies concerning the dynamics of B. anthracis cycle in soil revealed that nonpathogenic B. anthracis strains due to lack of pXO2 plasmid are commonly found in some types of soil. OBJECTIVES This study aimed isolation and identification of B. anthracis spores in soil samples of the state of Rio de Janeiro, Brazil. METHODS Phenotypic and genotypic approaches were used to identify isolates including MALDI-TOF/MS, motility test, susceptibility to gamma phage and penicillin, survey for pag and cap genes as surrogates of pXO1 and pXO2 plasmids, respectively, and sequencing of 16SrRNA-encoding gene. Physicochemical analysis of the soil samples were carried out to describe soil characteristics. FINDINGS We observed the presence of one B. anthracis pXO1+ and pXO2- isolated from clay loam soil; one B. anthracis-like strain pXO1+ and pXO2-isolated from loamy sand; and 10 Bacillus spp. strains sensitive to phage-gamma that need better characterisation to define which their species were recovered from loamy sand. MAIN CONCLUSIONS This work showed promising results and it was the first study to report results from an active surveillance for B. anthracis in Brazil.
Collapse
Affiliation(s)
- Jacqueline RS Salgado
- Exército Brasileiro, Instituto de Defesa Química, Biológica, Radiológica e Nuclear, Laboratório de Defesa Biológica, Rio de Janeiro, RJ, Brasil
| | - Leon Rabinovitch
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório de Fisiologia Bacteriana/Laboratório de Referência Nacional para Carbúnculo, Rio de Janeiro, RJ, Brasil
| | - Maria de Fátima dos S Gomes
- Exército Brasileiro, Instituto de Defesa Química, Biológica, Radiológica e Nuclear, Laboratório de Defesa Biológica, Rio de Janeiro, RJ, Brasil
| | - Regina Celia da SB Allil
- Universidade Federal do Rio de Janeiro, Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Laboratório de Instrumentação e Fotônica, Rio de Janeiro, RJ, Brasil
| | - Marcelo Martins Werneck
- Universidade Federal do Rio de Janeiro, Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Laboratório de Instrumentação e Fotônica, Rio de Janeiro, RJ, Brasil
| | - Rafael B Rodrigues
- Exército Brasileiro, Instituto de Defesa Química, Biológica, Radiológica e Nuclear, Laboratório de Defesa Biológica, Rio de Janeiro, RJ, Brasil
| | - Renata C Picão
- Universidade Federal do Rio de Janeiro, Instituto de Microbiologia Paulo de Góes, Rio de Janeiro, RJ, Brasil
| | - Fernanda Baptista de Oliveira Luiz
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório de Fisiologia Bacteriana/Laboratório de Referência Nacional para Carbúnculo, Rio de Janeiro, RJ, Brasil
| | - Adriana M Vivoni
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório de Fisiologia Bacteriana/Laboratório de Referência Nacional para Carbúnculo, Rio de Janeiro, RJ, Brasil
| |
Collapse
|
7
|
Abstract
The Bacillus cereus group includes several Bacillus species with closely related phylogeny. The most well-studied members of the group, B. anthracis, B. cereus, and B. thuringiensis, are known for their pathogenic potential. Here, we present the historical rationale for speciation and discuss shared and unique features of these bacteria. Aspects of cell morphology and physiology, and genome sequence similarity and gene synteny support close evolutionary relationships for these three species. For many strains, distinct differences in virulence factor synthesis provide facile means for species assignment. B. anthracis is the causative agent of anthrax. Some B. cereus strains are commonly recognized as food poisoning agents, but strains can also cause localized wound and eye infections as well as systemic disease. Certain B. thuringiensis strains are entomopathogens and have been commercialized for use as biopesticides, while some strains have been reported to cause infection in immunocompromised individuals. In this article we compare and contrast B. anthracis, B. cereus, and B. thuringiensis, including ecology, cell structure and development, virulence attributes, gene regulation and genetic exchange systems, and experimental models of disease.
Collapse
|
8
|
García-Jiménez B, Wilkinson MD. Robust and automatic definition of microbiome states. PeerJ 2019; 7:e6657. [PMID: 30941274 PMCID: PMC6440462 DOI: 10.7717/peerj.6657] [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] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Accepted: 02/22/2019] [Indexed: 12/17/2022] Open
Abstract
Analysis of microbiome dynamics would allow elucidation of patterns within microbial community evolution under a variety of biologically or economically important circumstances; however, this is currently hampered in part by the lack of rigorous, formal, yet generally-applicable approaches to discerning distinct configurations of complex microbial populations. Clustering approaches to define microbiome “community state-types” at a population-scale are widely used, though not yet standardized. Similarly, distinct variations within a state-type are well documented, but there is no rigorous approach to discriminating these more subtle variations in community structure. Finally, intra-individual variations with even fewer differences will likely be found in, for example, longitudinal data, and will correlate with important features such as sickness versus health. We propose an automated, generic, objective, domain-independent, and internally-validating procedure to define statistically distinct microbiome states within datasets containing any degree of phylotypic diversity. Robustness of state identification is objectively established by a combination of diverse techniques for stable cluster verification. To demonstrate the efficacy of our approach in detecting discreet states even in datasets containing highly similar bacterial communities, and to demonstrate the broad applicability of our method, we reuse eight distinct longitudinal microbiome datasets from a variety of ecological niches and species. We also demonstrate our algorithm’s flexibility by providing it distinct taxa subsets as clustering input, demonstrating that it operates on filtered or unfiltered data, and at a range of different taxonomic levels. The final output is a set of robustly defined states which can then be used as general biomarkers for a wide variety of downstream purposes such as association with disease, monitoring response to intervention, or identifying optimally performant populations.
Collapse
Affiliation(s)
- Beatriz García-Jiménez
- Centro de Biotecnología y Genómica de Plantas UPM-INIA, Universidad Politécnica de Madrid, Madrid, Spain
| | - Mark D Wilkinson
- Centro de Biotecnología y Genómica de Plantas UPM-INIA, Universidad Politécnica de Madrid, Madrid, Spain
| |
Collapse
|