Literature DB >> 25658908

Revealing plant cryptotypes: defining meaningful phenotypes among infinite traits.

Daniel H Chitwood1, Christopher N Topp2.   

Abstract

The plant phenotype is infinite. Plants vary morphologically and molecularly over developmental time, in response to the environment, and genetically. Exhaustive phenotyping remains not only out of reach, but is also the limiting factor to interpreting the wealth of genetic information currently available. Although phenotyping methods are always improving, an impasse remains: even if we could measure the entirety of phenotype, how would we interpret it? We propose the concept of cryptotype to describe latent, multivariate phenotypes that maximize the separation of a priori classes. Whether the infinite points comprising a leaf outline or shape descriptors defining root architecture, statistical methods to discern the quantitative essence of an organism will be required as we approach measuring the totality of phenotype.
Copyright © 2015 Elsevier Ltd. All rights reserved.

Mesh:

Year:  2015        PMID: 25658908     DOI: 10.1016/j.pbi.2015.01.009

Source DB:  PubMed          Journal:  Curr Opin Plant Biol        ISSN: 1369-5266            Impact factor:   7.834


  13 in total

1.  Multi-dimensional machine learning approaches for fruit shape phenotyping in strawberry.

Authors:  Mitchell J Feldmann; Michael A Hardigan; Randi A Famula; Cindy M López; Amy Tabb; Glenn S Cole; Steven J Knapp
Journal:  Gigascience       Date:  2020-05-01       Impact factor: 6.524

2.  Mapping morphological shape as a high-dimensional functional curve.

Authors:  Guifang Fu; Mian Huang; Wenhao Bo; Han Hao; Rongling Wu
Journal:  Brief Bioinform       Date:  2018-05-01       Impact factor: 11.622

3.  The Persistent Homology Mathematical Framework Provides Enhanced Genotype-to-Phenotype Associations for Plant Morphology.

Authors:  Mao Li; Margaret H Frank; Viktoriya Coneva; Washington Mio; Daniel H Chitwood; Christopher N Topp
Journal:  Plant Physiol       Date:  2018-06-05       Impact factor: 8.340

4.  A Method to the Madness: Using Persistent Homology to Measure Plant Morphology.

Authors:  Emily R Larson
Journal:  Plant Physiol       Date:  2018-08       Impact factor: 8.340

5.  Light-Induced Indeterminacy Alters Shade-Avoiding Tomato Leaf Morphology.

Authors:  Daniel H Chitwood; Ravi Kumar; Aashish Ranjan; Julie M Pelletier; Brad T Townsley; Yasunori Ichihashi; Ciera C Martinez; Kristina Zumstein; John J Harada; Julin N Maloof; Neelima R Sinha
Journal:  Plant Physiol       Date:  2015-09-17       Impact factor: 8.340

6.  Multiple Integrated Root Phenotypes Are Associated with Improved Drought Tolerance.

Authors:  Stephanie P Klein; Hannah M Schneider; Alden C Perkins; Kathleen M Brown; Jonathan P Lynch
Journal:  Plant Physiol       Date:  2020-04-24       Impact factor: 8.340

7.  A single-cell view of the transcriptome during lateral root initiation in Arabidopsis thaliana.

Authors:  Hardik P Gala; Amy Lanctot; Ken Jean-Baptiste; Sarah Guiziou; Jonah C Chu; Joseph E Zemke; Wesley George; Christine Queitsch; Josh T Cuperus; Jennifer L Nemhauser
Journal:  Plant Cell       Date:  2021-08-13       Impact factor: 11.277

Review 8.  Morphological Plant Modeling: Unleashing Geometric and Topological Potential within the Plant Sciences.

Authors:  Alexander Bucksch; Acheampong Atta-Boateng; Akomian F Azihou; Dorjsuren Battogtokh; Aly Baumgartner; Brad M Binder; Siobhan A Braybrook; Cynthia Chang; Viktoirya Coneva; Thomas J DeWitt; Alexander G Fletcher; Malia A Gehan; Diego Hernan Diaz-Martinez; Lilan Hong; Anjali S Iyer-Pascuzzi; Laura L Klein; Samuel Leiboff; Mao Li; Jonathan P Lynch; Alexis Maizel; Julin N Maloof; R J Cody Markelz; Ciera C Martinez; Laura A Miller; Washington Mio; Wojtek Palubicki; Hendrik Poorter; Christophe Pradal; Charles A Price; Eetu Puttonen; John B Reese; Rubén Rellán-Álvarez; Edgar P Spalding; Erin E Sparks; Christopher N Topp; Joseph H Williams; Daniel H Chitwood
Journal:  Front Plant Sci       Date:  2017-06-09       Impact factor: 5.753

9.  Morphometric analysis of Passiflora leaves: the relationship between landmarks of the vasculature and elliptical Fourier descriptors of the blade.

Authors:  Daniel H Chitwood; Wagner C Otoni
Journal:  Gigascience       Date:  2017-01-01       Impact factor: 6.524

10.  Latent developmental and evolutionary shapes embedded within the grapevine leaf.

Authors:  Daniel H Chitwood; Laura L Klein; Regan O'Hanlon; Steven Chacko; Matthew Greg; Cassandra Kitchen; Allison J Miller; Jason P Londo
Journal:  New Phytol       Date:  2015-11-18       Impact factor: 10.151

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