Large-Scale Biomonitoring of Remote and Threatened Ecosystems via High-Throughput Sequencing

被引:137
作者
Gibson, Joel F. [1 ,2 ,3 ]
Shokralla, Shadi [1 ,2 ]
Curry, Colin [4 ]
Baird, Donald J. [4 ]
Monk, Wendy A. [5 ]
King, Ian [1 ,2 ]
Hajibabaei, Mehrdad [1 ,2 ]
机构
[1] Univ Guelph, Biodivers Inst Ontario, Guelph, ON N1G 2W1, Canada
[2] Univ Guelph, Dept Integrat Biol, Guelph, ON N1G 2W1, Canada
[3] Environm Canada, Canada Ctr Inland Waters, Burlington, ON L7R 4A6, Canada
[4] Univ New Brunswick, Environm Canada, Canadian Rivers Inst, Fredericton, NB, Canada
[5] Univ New Brunswick, Canadian Rivers Inst, Fredericton, NB, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
WATER-QUALITY; DNA; BIODIVERSITY; MACROINVERTEBRATES; COMMUNITIES; INDICATORS; DIVERSITY; TAXONOMY; ARTHROPODS; PATTERNS;
D O I
10.1371/journal.pone.0138432
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Biodiversity metrics are critical for assessment and monitoring of ecosystems threatened by anthropogenic stressors. Existing sorting and identification methods are too expensive and labour-intensive to be scaled up to meet management needs. Alternately, a high-throughput DNA sequencing approach could be used to determine biodiversity metrics from bulk environmental samples collected as part of a large-scale biomonitoring program. Here we show that both morphological and DNA sequence-based analyses are suitable for recovery of individual taxonomic richness, estimation of proportional abundance, and calculation of biodiversity metrics using a set of 24 benthic samples collected in the Peace-Athabasca Delta region of Canada. The high-throughput sequencing approach was able to recover all metrics with a higher degree of taxonomic resolution than morphological analysis. The reduced cost and increased capacity of DNA sequence-based approaches will finally allow environmental monitoring programs to operate at the geographical and temporal scale required by industrial and regulatory end-users.
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收藏
页数:15
相关论文
共 48 条
[1]   Zooplankton communities are good indicators of potential impacts of Athabasca oil sands operations on downwind boreal lakes [J].
Anas, M. U. Mohamed ;
Scott, Kenneth A. ;
Cooper, Ryan N. ;
Wissel, Bjoern .
CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES, 2014, 71 (05) :719-732
[2]   Multivariate dispersion as a measure of beta diversity [J].
Anderson, MJ ;
Ellingsen, KE ;
McArdle, BH .
ECOLOGY LETTERS, 2006, 9 (06) :683-693
[3]   Distance-based tests for homogeneity of multivariate dispersions [J].
Anderson, MJ .
BIOMETRICS, 2006, 62 (01) :245-253
[4]  
[Anonymous], 2014, R: A Language and Environment for Statistical Computing
[5]  
[Anonymous], 2012, CAN AQ BIOM NETW LAB
[6]  
[Anonymous], B AUST SOC LIMNOL
[7]  
[Anonymous], ENV MONIT ASSESS
[8]  
[Anonymous], INSECT CONSERVATION
[9]   Recovery dynamics in invertebrate communities following water-quality improvement: taxonomy- vs trait-based assessment [J].
Arce, Evelyne ;
Archaimbault, Virginie ;
Mondy, Cedric P. ;
Usseglio-Polatera, Philippe .
FRESHWATER SCIENCE, 2014, 33 (04) :1060-1073
[10]   Habitat heterogeneity drives the geographical distribution of beta diversity: the case of New Zealand stream invertebrates [J].
Astorga, Anna ;
Death, Russell ;
Death, Fiona ;
Paavola, Riku ;
Chakraborty, Manas ;
Muotka, Timo .
ECOLOGY AND EVOLUTION, 2014, 4 (13) :2693-2702