Evaluating multiplexed next-generation sequencing as a method in palynology for mixed pollen samples

被引:162
作者
Keller, A. [1 ,2 ]
Danner, N. [1 ]
Grimmer, G. [1 ,2 ]
Ankenbrand, M. [3 ]
von der Ohe, K. [4 ]
von der Ohe, W. [4 ]
Rost, S. [5 ]
Haertel, S. [1 ]
Steffan-Dewenter, I. [1 ]
机构
[1] Univ Wurzburg, Bioctr, Dept Anim Ecol & Trop Biol, D-97070 Wurzburg, Germany
[2] Univ Wurzburg, Bioctr, DNA Analyt Core Facil, D-97070 Wurzburg, Germany
[3] Univ Wurzburg, Bioctr, Dept Bioinformat, D-97070 Wurzburg, Germany
[4] LAVES Inst Bienenkunde, Celle, Germany
[5] Univ Wurzburg, Dept Human Genet, Bioctr, Wurzburg, Germany
关键词
DNA barcoding; high throughput; internal transcribed spacer 2; ITS2; meta-barcoding; molecular ecology; phylotyping; pollination; plant-pollinator interactions; HYMENOPTERA APOIDEA; FORAGING BEHAVIOR; DNA; HONEY; DIVERSITY; BEES; IDENTIFICATION; BARCODE;
D O I
10.1111/plb.12251
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
The identification of pollen plays an important role in ecology, palaeo-climatology, honey quality control and other areas. Currently, expert knowledge and reference collections are essential to identify pollen origin through light microscopy. Pollen identification through molecular sequencing and DNA barcoding has been proposed as an alternative approach, but the assessment of mixed pollen samples originating from multiple plant species is still a tedious and error-prone task. Next-generation sequencing has been proposed to avoid this hindrance. In this study we assessed mixed pollen probes through next-generation sequencing of amplicons from the highly variable, species-specific internal transcribed spacer 2 region of nuclear ribosomal DNA. Further, we developed a bioinformatic workflow to analyse these high-throughput data with a newly created reference database. To evaluate the feasibility, we compared results from classical identification based on light microscopy from the same samples with our sequencing results. We assessed in total 16 mixed pollen samples, 14 originated from honeybee colonies and two from solitary bee nests. The sequencing technique resulted in higher taxon richness (deeper assignments and more identified taxa) compared to light microscopy. Abundance estimations from sequencing data were significantly correlated with counted abundances through light microscopy. Simulation analyses of taxon specificity and sensitivity indicate that 96% of taxa present in the database are correctly identifiable at the genus level and 70% at the species level. Next-generation sequencing thus presents a useful and efficient workflow to identify pollen at the genus and species level without requiring specialised palynological expert knowledge.
引用
收藏
页码:558 / 566
页数:9
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