Microsatellites for next-generation ecologists: a post-sequencing bioinformatics pipeline

PLoS One. 2013;8(2):e55990. doi: 10.1371/journal.pone.0055990. Epub 2013 Feb 12.

Abstract

Microsatellites are the markers of choice for a variety of population genetic studies. The recent advent of next-generation pyrosequencing has drastically accelerated microsatellite locus discovery by providing a greater amount of DNA sequencing reads at lower costs compared to other techniques. However, laboratory testing of PCR primers targeting potential microsatellite markers remains time consuming and costly. Here we show how to reduce this workload by screening microsatellite loci via bioinformatic analyses prior to primer design. Our method emphasizes the importance of sequence quality, and we avoid loci associated with repetitive elements by screening with repetitive sequence databases available for a growing number of taxa. Testing with the Yellowstripe Goatfish Mulloidichthys flavolineatus and the marine planktonic copepod Pleuromamma xiphias we show higher success rate of primers selected by our pipeline in comparison to previous in silico microsatellite detection methodologies. Following the same pipeline, we discover and select microsatellite loci in nine additional species including fishes, sea stars, copepods and octopuses.

Publication types

  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Animals
  • Computational Biology / methods*
  • Data Mining
  • Databases, Genetic
  • Ecology*
  • Fishes / genetics
  • Genetic Loci / genetics
  • Microsatellite Repeats / genetics*
  • Sequence Analysis*
  • Starfish / genetics

Grants and funding

This research was supported by the National Oceanic and Atmospheric Administration (NOAA) National Centers for Coastal Ocean Science Coral Reef Ecosystem Studies grant NA07NOS4780187 to the Bishop Museum, NA07NOS478190 to the University of Hawaii, NA07NOS4780189 to the State of Hawaii; the NOAA Coral Reef Conservation Program research grants program administered by Hawaii Undersea Research Laboratory under award NA05OAR4301108, project numbers HC07-11 and HC08-06; NOAA Pacific Island Fisheries Science Center grant NA10NMF4520121 to B.W.B.; NOAA National Marine Sanctuaries Program (http://sanctuaries.noaa.gov/) MOA grant 2005-008/66882 to R.J.T.; the University of Hawai‘i College of Arts & Sciences, Society for Integrative & Comparative Biology Grant-in-Aid of Research, and the American Society for Ichthyologists & Herpetologists to JLW; the National Science Foundation (NSF) under award OCE-1029478 to E. G. and K.R.A; and a Fulbright – Spanish Ministry of Science and Technology fellowship to I.F.S. This work was further supported by the University of Hawaii NSF EPSCoR program (Investing in Multidisciplinary University Activities, EPS-0903833, J. Gaines, PI) in support of the core functional genomics facility at the Hawaii Institute of Marine Biology, SOEST, UH-Manoa. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.