Article (Scientific journals)
Rusa deer microbiota: the importance of preliminary data analysis for meaningful diversity comparisons.
Subrata, Sena A; Yuda, Pramana; Artama, Wayan T et al.
2025In International Microbiology, 28 (1), p. 37 - 47
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Keywords :
Conservation; Java; Mammals; Microbiome; Sequencing; RNA, Ribosomal, 16S; DNA, Bacterial; Animals; Phylogeny; Data Analysis; DNA, Bacterial/genetics; Microbiota; Sequence Analysis, DNA; Deer/microbiology; RNA, Ribosomal, 16S/genetics; Bacteria/classification; Bacteria/genetics; Bacteria/isolation & purification; Feces/microbiology; Biodiversity; Gastrointestinal Microbiome; Microbiology; Microbiology (medical)
Abstract :
[en] The microbiome is an important consideration for the conservation of endangered species. Studies provided evidence of the effect of behavior and habitat change on the microbiota of wild animals and reported various inferences. It indicates the complexity of factors influencing microbiota diversity, including incomplete sampling procedures. Data abnormality may arise due to the procedures warranting preliminary analysis, such as rarefaction, before downstream analysis. This present study demonstrated the effect of data rarefaction and aggregation on the comparison of wild rusa deer's gut microbial diversity. Eighty-five feces samples were collected from 11 deer populations inhabiting three national parks in Java and Bali islands. Using the Illumina Nova-Seq platform, fragments of 16s rRNA gene were sequenced, and raw data of 51,389 reads corresponding to 2 domains, 22 phyla, 45 classes, 83 orders, 182 families, and 460 genera of bacteria were obtained. Data rarefaction was applied at two different library sizes (minimum and fixed) and aggregation (11 populations into 3 research sites) to investigate its effect on the microbial diversity comparison. There are significant differences in alpha diversity between populations, but not research sites, at all library sizes of rarefaction. A similar finding is also found in beta diversity. Moreover, data rarefaction and aggregation result in different values of the diversity metrics. This present study shows that statistical analysis remains a substantial concern in microbiome studies applied to conservation biology. It suggests reporting a more detailed data normalization in microbiome studies as an inherent control of suboptimal sampling, particularly when involving feces.
Disciplines :
Zoology
Author, co-author :
Subrata, Sena A ;  Faculty of Forestry, Universitas Gadjah Mada, Yogyakarta, Indonesia. adisubrata@ugm.ac.id
Yuda, Pramana ;  Faculty of Technobiology, Universitas Atma Jaya Yogyakarta, Yogyakarta, Indonesia
Artama, Wayan T ;  Faculty of Veterinary Medicine, Universitas Gadjah Mada, Yogyakarta, Indonesia
de-Garine Wichatitsky, Michel ;  Faculty of Veterinary Medicine, Kasetsart University, Bangkok, Thailand
André, Adrien ;  Conservation Genetics Unit, Department of Life Sciences, University of Liège, Liege, Belgium
Michaux, Johan  ;  Université de Liège - ULiège > Integrative Biological Sciences (InBioS)
Language :
English
Title :
Rusa deer microbiota: the importance of preliminary data analysis for meaningful diversity comparisons.
Publication date :
January 2025
Journal title :
International Microbiology
ISSN :
1139-6709
eISSN :
1618-1905
Publisher :
Springer Science and Business Media Deutschland GmbH, Switzerland
Volume :
28
Issue :
1
Pages :
37 - 47
Peer reviewed :
Peer Reviewed verified by ORBi
Funding text :
The authors are grateful to the Directorate General of Higher Education, Research, and Technology\u2013the Ministry of Education, Culture, Research, and Technology of the Republic of Indonesia for funding this research. The authors also thank the French Ministry of Foreign Affairs and International Development (MAEDI) and the French Ministry of Higher Education and Research (MESR) for supporting this research collaboration. The authors also acknowledge the Directorate General of Nature and Ecosystem Conservation\u2013Ministry of Environment and Forestry of the Republic of Indonesia for issuing a sample collection permit.Authors SAS, PY, and WTA received funding from the Directorate General of Higher Education, Research, and Technology, Indonesia, and authors MdGW, AA, and JM had support from the French Ministry of Foreign Affairs and International Development and the French Ministry of Higher Education and Research.
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since 05 February 2025

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