Combining methods for non-invasive fecal DNA enables whole genome and metagenomic analyses in wildlife biology

被引:15
作者
de Flamingh, Alida [1 ]
Ishida, Yasuko [2 ]
Pecnerova, Patricia [3 ]
Vilchis, Sahara [4 ]
Siegismund, Hans R. [3 ]
van Aarde, Rudi J. [5 ]
Malhi, Ripan S. [1 ,4 ]
Roca, Alfred L. [1 ,2 ]
机构
[1] Univ Illinois, Carl R Woese Inst Genom Biol, Urbana, IL 61801 USA
[2] Univ Illinois, Dept Anim Sci, Urbana, IL 61801 USA
[3] Univ Copenhagen, Dept Biol, Sect Computat & RNA Biol, Copenhagen, Denmark
[4] Univ Illinois, Dept Anthropol, Urbana, IL 61801 USA
[5] Univ Pretoria, Dept Zool & Entomol, Conservat Ecol Res Unit, Pretoria, South Africa
关键词
endangered species; fecal DNA; L; africana; metagenomic analysis; molecular pipeline; nuclear genome; ELEPHANTS LOXODONTA-AFRICANA; CHEMICAL IMMOBILIZATION; READ ALIGNMENT; POPULATION; CAPTURE; IDENTIFICATION; CARNIVORES; COVERAGE; HETEROZYGOSITY; MITOCHONDRIAL;
D O I
10.3389/fgene.2022.1021004
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Non-invasive biological samples benefit studies that investigate rare, elusive, endangered, or dangerous species. Integrating genomic techniques that use non-invasive biological sampling with advances in computational approaches can benefit and inform wildlife conservation and management. Here, we used non-invasive fecal DNA samples to generate low- to medium-coverage genomes (e.g., > 90% of the complete nuclear genome at six X-fold coverage) and metagenomic sequences, combining widely available and accessible DNA collection cards with commonly used DNA extraction and library building approaches. DNA preservation cards are easy to transport and can be stored non-refrigerated, avoiding cumbersome or costly sample methods. The genomic library construction and shotgun sequencing approach did not require enrichment or targeted DNA amplification. The utility and potential of the data generated was demonstrated through genome scale and metagenomic analyses of zoo and free-ranging African savanna elephants (Loxodonta africana). Fecal samples collected from free-ranging individuals contained an average of 12.41% (5.54-21.65%) endogenous elephant DNA. Clustering of these elephants with others from the same geographic region was demonstrated by a principal component analysis of genetic variation using nuclear genome-wide SNPs. Metagenomic analyses identified taxa that included Loxodonta, green plants, fungi, arthropods, bacteria, viruses and archaea, showcasing the utility of this approach for addressing complementary questions based on host-associated DNA, e.g., pathogen and parasite identification. The molecular and bioinformatic analyses presented here contributes towards the expansion and application of genomic techniques to conservation science and practice.
引用
收藏
页数:14
相关论文
共 91 条
[71]   Extraction of highly degraded DNA from ancient bones, teeth and sediments for high-throughput sequencing [J].
Rohland, Nadin ;
Glocke, Isabelle ;
Aximu-Petri, Ayinuer ;
Meyer, Matthias .
NATURE PROTOCOLS, 2018, 13 (11) :2447-2461
[72]  
Sappington TW, 2019, Peer Community In Ecology, DOI [10.24072/pci.ecology.100029, 10.24072/pci.ecology.100029, DOI 10.24072/PCI.ECOLOGY.100029]
[73]   Efficient Genome-Wide Sequencing and Low-Coverage Pedigree Analysis from Noninvasively Collected Samples [J].
Snyder-Mackler, Noah ;
Majoros, William H. ;
Yuan, Michael L. ;
Shaver, Amanda O. ;
Gordon, Jacob B. ;
Kopp, Gisela H. ;
Schlebusch, Stephen A. ;
Wall, Jeffrey D. ;
Alberts, Susan C. ;
Mukherjee, Sayan ;
Zhou, Xiang ;
Tung, Jenny .
GENETICS, 2016, 203 (02) :699-+
[74]   Preservation Methods Differ in Fecal Microbiome Stability, Affecting Suitability for Field Studies [J].
Song, Se Jin ;
Amir, Amnon ;
Metcalf, Jessica L. ;
Amato, Katherine R. ;
Xu, Zhenjiang Zech ;
Humphrey, Greg ;
Knight, Rob .
MSYSTEMS, 2016, 1 (03)
[75]   Boosting natural history research via metagenomic clean-up of crowdsourced feces [J].
Srivathsan, Amrita ;
Nagarajan, Niranjan ;
Meier, Rudolf .
PLOS BIOLOGY, 2019, 17 (11)
[76]   War-induced collapse and asymmetric recovery of large-mammal populations in Gorongosa National Park, Mozambique [J].
Stalmans, Marc E. ;
Massad, Tara J. ;
Peel, Mike J. S. ;
Tarnita, Corina E. ;
Pringle, Robert M. .
PLOS ONE, 2019, 14 (03)
[77]   Conservation of biodiversity in the genomics era [J].
Supple, Megan A. ;
Shapiro, Beth .
GENOME BIOLOGY, 2018, 19
[78]   Noninvasive genetic sampling: look before you leap [J].
Taberlet, P ;
Waits, LP ;
Luikart, G .
TRENDS IN ECOLOGY & EVOLUTION, 1999, 14 (08) :323-327
[79]   Whole genome sequences from non-invasively collected caribou faecal samples [J].
Taylor, Rebecca S. ;
Manseau, Micheline ;
Redquest, Bridget ;
Keobouasone, Sonesinh ;
Gagne, Patrick ;
Martineau, Christine ;
Wilson, Paul J. .
CONSERVATION GENETICS RESOURCES, 2022, 14 (01) :53-68
[80]   Evaluation and selection of microsatellite markers for an identification and parentage test of Asian elephants (Elephas maximus) [J].
Thitaram, Chatchote ;
Thongtip, Nikorn ;
Somgird, Chaleamchart ;
Colenbrander, Ben ;
van Boxtel, Dick C. J. ;
van Steenbeek, Frank ;
Lenstra, Johannes A. .
CONSERVATION GENETICS, 2008, 9 (04) :921-925