TY - JOUR
T1 - An Improved Method for Utilizing High‐Throughput Amplicon Sequencing to Determine the Diets of Insectivorous Animals
AU - Barber, Jesse R.
AU - Jusino, Michelle A.
AU - Banik, Mark T.
AU - Palmer, Jonathan M.
AU - Wray, Amy K.
AU - Xiao, Lei
AU - Pelton, Emma
AU - Kawahara, Akito Y.
AU - Gratton, Claudio
AU - Peery, M. Zachariah
AU - Lindner, Daniel L.
N1 - Publisher Copyright:
© 2018 John Wiley & Sons Ltd
PY - 2019/1/1
Y1 - 2019/1/1
N2 - DNA analysis of predator faeces using high-throughput amplicon sequencing (HTS) enhances our understanding of predator–prey interactions. However, conclusions drawn from this technique are constrained by biases that occur in multiple steps of the HTS workflow. To better characterize insectivorous animal diets, we used DNA from a diverse set of arthropods to assess PCR biases of commonly used and novel primer pairs for the mitochondrial gene, cytochrome oxidase C subunit 1 (COI). We compared diversity recovered from HTS of bat guano samples using a commonly used primer pair “ZBJ” to results using the novel primer pair “ANML.” To parameterize our bioinformatics pipeline, we created an arthropod mock community consisting of single-copy (cloned) COI sequences. To examine biases associated with both PCR and HTS, mock community members were combined in equimolar amounts both pre- and post-PCR. We validated our system using guano from batsfed known diets and using composite samples of morphologically identified insects collected in pitfall traps. In PCR tests, the ANML primer pair amplified 58 of 59 arthropod taxa (98%), whereas ZBJ amplified 24–40 of 59 taxa (41%–68%). Furthermore, in an HTS comparison of field-collected samples, the ANML primers detected nearly fourfold more arthropod taxa than the ZBJ primers. The additional arthropods detected include medically and economically relevant insect groups such as mosquitoes. Results revealed biases at both the PCR and sequencing levels, demonstrating the pitfalls associated with using HTS read numbers as proxies for abundance. The use of an arthropod mock community allowed for improved bioinformatics pipeline parameterization.
AB - DNA analysis of predator faeces using high-throughput amplicon sequencing (HTS) enhances our understanding of predator–prey interactions. However, conclusions drawn from this technique are constrained by biases that occur in multiple steps of the HTS workflow. To better characterize insectivorous animal diets, we used DNA from a diverse set of arthropods to assess PCR biases of commonly used and novel primer pairs for the mitochondrial gene, cytochrome oxidase C subunit 1 (COI). We compared diversity recovered from HTS of bat guano samples using a commonly used primer pair “ZBJ” to results using the novel primer pair “ANML.” To parameterize our bioinformatics pipeline, we created an arthropod mock community consisting of single-copy (cloned) COI sequences. To examine biases associated with both PCR and HTS, mock community members were combined in equimolar amounts both pre- and post-PCR. We validated our system using guano from batsfed known diets and using composite samples of morphologically identified insects collected in pitfall traps. In PCR tests, the ANML primer pair amplified 58 of 59 arthropod taxa (98%), whereas ZBJ amplified 24–40 of 59 taxa (41%–68%). Furthermore, in an HTS comparison of field-collected samples, the ANML primers detected nearly fourfold more arthropod taxa than the ZBJ primers. The additional arthropods detected include medically and economically relevant insect groups such as mosquitoes. Results revealed biases at both the PCR and sequencing levels, demonstrating the pitfalls associated with using HTS read numbers as proxies for abundance. The use of an arthropod mock community allowed for improved bioinformatics pipeline parameterization.
KW - AMPtk
KW - arthropod mock community
KW - bat guano
KW - dietary analysis
KW - insectivore
KW - next‐generation sequencing
UR - https://scholarworks.boisestate.edu/bio_facpubs/579
UR - http://dx.doi.org/10.1111/1755-0998.12951
UR - http://www.scopus.com/inward/record.url?scp=85060846465&partnerID=8YFLogxK
U2 - 10.1111/1755-0998.12951
DO - 10.1111/1755-0998.12951
M3 - Article
C2 - 30281913
SN - 1755-098X
VL - 19
SP - 176
EP - 190
JO - Molecular Ecology Resources
JF - Molecular Ecology Resources
IS - 1
ER -