Skip to main content

High-Throughput Scoring of Seed Germination

  • Protocol
  • First Online:
Plant Hormones

Part of the book series: Methods in Molecular Biology ((MIMB,volume 1497))

Abstract

High-throughput analysis of seed germination for phenotyping large genetic populations or mutant collections is very labor intensive and would highly benefit from an automated setup. Although very often used, the total germination percentage after a nominated period of time is not very informative as it lacks information about start, rate, and uniformity of germination, which are highly indicative of such traits as dormancy, stress tolerance, and seed longevity. The calculation of cumulative germination curves requires information about germination percentage at various time points. We developed the GERMINATOR package: a simple, highly cost-efficient, and flexible procedure for high-throughput automatic scoring and evaluation of germination that can be implemented without the use of complex robotics. The GERMINATOR package contains three modules: (I) design of experimental setup with various options to replicate and randomize samples; (II) automatic scoring of germination based on the color contrast between the protruding radicle and seed coat on a single image; and (III) curve fitting of cumulative germination data and the extraction, recap, and visualization of the various germination parameters. GERMINATOR is a freely available package that allows the monitoring and analysis of several thousands of germination tests, several times a day by a single person.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Protocol
USD 49.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 109.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 139.00
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 159.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Penfield S, King J (2009) Towards a systems biology approach to understanding seed dormancy and germination. Proc R Soc B Biol Sci 276:3561–3569

    Article  CAS  Google Scholar 

  2. Ligterink W, Joosen RVL, Hilhorst HWM (2012) Unravelling the complex trait of seed quality: using natural variation through a combination of physiology, genetics and -omics technologies. Seed Sci Res 22:S45–S52

    Article  CAS  Google Scholar 

  3. Joosen RVL, Kodde J, Willems LA, Ligterink W, van der Plas LH, Hilhorst HW (2010) Germinator: a software package for high-throughput scoring and curve fitting of Arabidopsis seed germination. Plant J 62:|148–159

    Article  CAS  PubMed  Google Scholar 

  4. Dell’Aquila A (2009) Digital imaging information technology applied to seed germination testing. A review. Agron Sustain Dev 29:213–221

    Article  Google Scholar 

  5. Wagner M-H, Demilly D, Ducournau S, Dürr C, Léchappé J (2011) Computer vision for monitoring seed germination from dry state to young seedlings. Seed Sci 142:49–51

    Google Scholar 

  6. El-Kassaby YA, Moss I, Kolotelo D, Stoehr M (2008) Seed germination: mathematical representation and parameters extraction. Forest Sci 54:220–227

    Google Scholar 

  7. Nguyen T-P, Keizer P, van Eeuwijk F, Smeekens S, Bentsink L (2012) Natural variation for seed longevity and seed dormancy are negatively correlated in Arabidopsis thaliana. Plant Physiol 160(4):2083–2092

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Joosen RVL, Arends D, Willems LAJ, Ligterink W, Jansen RC, Hilhorst HWM (2012) Visualizing the genetic landscape of Arabidopsis seed performance. Plant Physiol 158:570–589

    Article  CAS  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Wilco Ligterink .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer Science+Business Media New York

About this protocol

Cite this protocol

Ligterink, W., Hilhorst, H.W.M. (2017). High-Throughput Scoring of Seed Germination. In: Kleine-Vehn, J., Sauer, M. (eds) Plant Hormones. Methods in Molecular Biology, vol 1497. Humana Press, New York, NY. https://doi.org/10.1007/978-1-4939-6469-7_7

Download citation

  • DOI: https://doi.org/10.1007/978-1-4939-6469-7_7

  • Published:

  • Publisher Name: Humana Press, New York, NY

  • Print ISBN: 978-1-4939-6467-3

  • Online ISBN: 978-1-4939-6469-7

  • eBook Packages: Springer Protocols

Publish with us

Policies and ethics