scholarly journals Analysis of Microbial Diversity and Dynamics During Bacon Storage Inoculated With Potential Spoilage Bacteria by High-Throughput Sequencing

2021 ◽  
Vol 12 ◽  
Author(s):  
Xinfu Li ◽  
Qiang Xiong ◽  
Hui Zhou ◽  
Baocai Xu ◽  
Yun Sun

Staphylococcus xylosus, Leuconostoc mesenteroides, Carnobacterium maltaromaticum, Leuconostoc gelidum, and Serratia liquefaciens were investigated for their roles in in the spoilage of sterilized smoked bacon. These five strains, individually and in combination, were applied as starters on sliced bacon at 4–5 log10 CFU/g using a hand-operated spraying bottle and stored for 45 days at 0–4°C. Dynamics, diversity, and succession of microbial community during storage of samples were studied by high-throughput sequencing (HTS) of the V3–V4 region of the 16S rRNA gene. A total of 367 bacterial genera belonging to 21 phyla were identified. Bacterial counts in all the inoculated specimens increased significantly within the first 15 days while the microbiota developed into more similar communities with increasing storage time. At the end of the storage time, the highest abundance of Serratia (96.46%) was found in samples inoculated with S. liquefaciens. Similarly, for samples inoculated with C. maltaromaticum and L. mesenteroides, a sharp increase in Carnobacterium and Leuconostoc abundance was observed as they reached a maximum relative abundance of 97.95 and 81.6%, respectively. Hence, these species were not only the predominant ones but could also have been the more competitive ones, potentially inhibiting the growth of other microorganisms. By analyzing the bacterial load of meat products using the SSO model, the relationships between the microbial communities involved in spoilage can be understood to assist further research.

PLoS ONE ◽  
2012 ◽  
Vol 7 (7) ◽  
pp. e41484 ◽  
Author(s):  
Marcio C. Costa ◽  
Luis G. Arroyo ◽  
Emma Allen-Vercoe ◽  
Henry R. Stämpfli ◽  
Peter T. Kim ◽  
...  

2014 ◽  
Vol 68 (5) ◽  
pp. 657-662 ◽  
Author(s):  
Xinfeng Liu ◽  
Hanlu Fan ◽  
Xiangbin Ding ◽  
Zhongshan Hong ◽  
Yongwei Nei ◽  
...  

2019 ◽  
Vol 78 (2) ◽  
pp. 286-298 ◽  
Author(s):  
Andrey O. Plotnikov ◽  
Alexander S. Balkin ◽  
Natalia E. Gogoleva ◽  
Olivia Lanzoni ◽  
Yuri A. Khlopko ◽  
...  

2019 ◽  
Vol 85 (7) ◽  
Author(s):  
Paula Huber ◽  
Francisco M. Cornejo-Castillo ◽  
Isabel Ferrera ◽  
Pablo Sánchez ◽  
Ramiro Logares ◽  
...  

ABSTRACTHigh-throughput sequencing (HTS) of the 16S rRNA gene has been used successfully to describe the structure and dynamics of microbial communities. Picocyanobacteria are important members of bacterioplankton communities, and, so far, they have predominantly been targeted using universal bacterial primers, providing a limited resolution of the picocyanobacterial community structure and dynamics. To increase such resolution, the study of a particular target group is best approached with the use of specific primers. Here, we aimed to design and evaluate specific primers for aquatic picocyanobacterial genera to be used with high-throughput sequencing. Since the various regions of the 16S rRNA gene have different degrees of conservation in different bacterial groups, we therefore first determined which hypervariable region of the 16S rRNA gene provides the highest taxonomic and phylogenetic resolution for the generaSynechococcus,Prochlorococcus, andCyanobium. Anin silicoanalysis showed that the V5, V6, and V7 hypervariable regions appear to be the most informative for this group. We then designed primers flanking these hypervariable regions and tested them in natural marine and freshwater communities. We successfully detected that most (97%) of the obtained reads could be assigned to picocyanobacterial genera. We defined operational taxonomic units as exact sequence variants (zero-radius operational taxonomic units [zOTUs]), which allowed us to detect higher genetic diversity and infer ecologically relevant information about picocyanobacterial community composition and dynamics in different aquatic systems. Our results open the door to future studies investigating picocyanobacterial diversity in aquatic systems.IMPORTANCEThe molecular diversity of the aquatic picocyanobacterial community cannot be accurately described using only the available universal 16S rRNA gene primers that target the whole bacterial and archaeal community. We show that the hypervariable regions V5, V6, and V7 of the 16S rRNA gene are better suited to study the diversity, community structure, and dynamics of picocyanobacterial communities at a fine scale using Illumina MiSeq sequencing. Due to its variability, it allows reconstructing phylogenies featuring topologies comparable to those generated when using the complete 16S rRNA gene sequence. Further, we successfully designed a new set of primers flanking the V5 to V7 region whose specificity for picocyanobacterial genera was testedin silicoand validated in several freshwater and marine aquatic communities. This work represents a step forward for understanding the diversity and ecology of aquatic picocyanobacteria and sets the path for future studies on picocyanobacterial diversity.


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