Geometric morphometrics of microscopic animals as exemplified by model nematodes
While a host of molecular techniques are utilized by evolutionary developmental (evo-devo) biologists, tools for quantitative evaluation of morphology are still largely underappreciated, especially in studies on microscopic animals. Here, we provide a standardized protocol for geometric morphometric...
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Veröffentlicht in: | Nature protocols 2020-08, Vol.15 (8), p.2611-2644 |
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creator | Theska, Tobias Sieriebriennikov, Bogdan Wighard, Sara S. Werner, Michael S. Sommer, Ralf J. |
description | While a host of molecular techniques are utilized by evolutionary developmental (evo-devo) biologists, tools for quantitative evaluation of morphology are still largely underappreciated, especially in studies on microscopic animals. Here, we provide a standardized protocol for geometric morphometric analyses of 2D landmark data sets using a combination of the geomorph and Morpho R packages. Furthermore, we integrate clustering approaches to identify group structures within such datasets. We demonstrate our protocol by performing exemplary analyses on stomatal shapes in the model nematodes
Caenorhabditis
and
Pristionchus
. Image acquisition for 80 worms takes 3–4 d, while the entire data analysis requires 10–30 min. In theory, this approach is adaptable to all microscopic model organisms to facilitate a thorough quantification of shape differences within and across species, adding to the methodological toolkit of evo-devo studies on morphological evolution and novelty.
This protocol describes how to perform geometric morphometrics on microscopic animals, as exemplified by analysis of nematode mouth morphology. The procedure provides guidance for microscopy data acquisition, data analysis and validation. |
doi_str_mv | 10.1038/s41596-020-0347-z |
format | Article |
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Caenorhabditis
and
Pristionchus
. Image acquisition for 80 worms takes 3–4 d, while the entire data analysis requires 10–30 min. In theory, this approach is adaptable to all microscopic model organisms to facilitate a thorough quantification of shape differences within and across species, adding to the methodological toolkit of evo-devo studies on morphological evolution and novelty.
This protocol describes how to perform geometric morphometrics on microscopic animals, as exemplified by analysis of nematode mouth morphology. The procedure provides guidance for microscopy data acquisition, data analysis and validation.</description><identifier>ISSN: 1754-2189</identifier><identifier>EISSN: 1750-2799</identifier><identifier>DOI: 10.1038/s41596-020-0347-z</identifier><identifier>PMID: 32632318</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>631/114/1564 ; 631/114/794 ; 631/136/1660 ; 631/1647/334/1582/712 ; 631/181/2806 ; Analytical Chemistry ; Animals ; Biological Evolution ; Biological Techniques ; Biomedical and Life Sciences ; Caenorhabditis - cytology ; Clustering ; Computational Biology/Bioinformatics ; Data acquisition ; Data analysis ; Data processing ; Developmental biology ; Geomorphology ; Image acquisition ; Life Sciences ; Methods ; Microarrays ; Microscopy - methods ; Morphology ; Morphometrics (Biology) ; Nematoda ; Nematodes ; Organic Chemistry ; Physiological aspects ; Protocol ; Reproducibility of Results ; Stomata ; Toolkits ; Two dimensional analysis ; Worms</subject><ispartof>Nature protocols, 2020-08, Vol.15 (8), p.2611-2644</ispartof><rights>The Author(s), under exclusive licence to Springer Nature Limited 2020</rights><rights>COPYRIGHT 2020 Nature Publishing Group</rights><rights>The Author(s), under exclusive licence to Springer Nature Limited 2020.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c501t-36296cdf35f86b68811815d3d2d4b1b67a6d0b97667e88a0329b81878d21bed53</citedby><cites>FETCH-LOGICAL-c501t-36296cdf35f86b68811815d3d2d4b1b67a6d0b97667e88a0329b81878d21bed53</cites><orcidid>0000-0003-1836-8295 ; 0000-0003-1503-7749 ; 0000-0002-0920-4427 ; 0000-0002-2948-7292 ; 0000-0002-8273-8804</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32632318$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Theska, Tobias</creatorcontrib><creatorcontrib>Sieriebriennikov, Bogdan</creatorcontrib><creatorcontrib>Wighard, Sara S.</creatorcontrib><creatorcontrib>Werner, Michael S.</creatorcontrib><creatorcontrib>Sommer, Ralf J.</creatorcontrib><title>Geometric morphometrics of microscopic animals as exemplified by model nematodes</title><title>Nature protocols</title><addtitle>Nat Protoc</addtitle><addtitle>Nat Protoc</addtitle><description>While a host of molecular techniques are utilized by evolutionary developmental (evo-devo) biologists, tools for quantitative evaluation of morphology are still largely underappreciated, especially in studies on microscopic animals. Here, we provide a standardized protocol for geometric morphometric analyses of 2D landmark data sets using a combination of the geomorph and Morpho R packages. Furthermore, we integrate clustering approaches to identify group structures within such datasets. We demonstrate our protocol by performing exemplary analyses on stomatal shapes in the model nematodes
Caenorhabditis
and
Pristionchus
. Image acquisition for 80 worms takes 3–4 d, while the entire data analysis requires 10–30 min. In theory, this approach is adaptable to all microscopic model organisms to facilitate a thorough quantification of shape differences within and across species, adding to the methodological toolkit of evo-devo studies on morphological evolution and novelty.
This protocol describes how to perform geometric morphometrics on microscopic animals, as exemplified by analysis of nematode mouth morphology. 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Academic</collection><jtitle>Nature protocols</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Theska, Tobias</au><au>Sieriebriennikov, Bogdan</au><au>Wighard, Sara S.</au><au>Werner, Michael S.</au><au>Sommer, Ralf J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Geometric morphometrics of microscopic animals as exemplified by model nematodes</atitle><jtitle>Nature protocols</jtitle><stitle>Nat Protoc</stitle><addtitle>Nat Protoc</addtitle><date>2020-08-01</date><risdate>2020</risdate><volume>15</volume><issue>8</issue><spage>2611</spage><epage>2644</epage><pages>2611-2644</pages><issn>1754-2189</issn><eissn>1750-2799</eissn><abstract>While a host of molecular techniques are utilized by evolutionary developmental (evo-devo) biologists, tools for quantitative evaluation of morphology are still largely underappreciated, especially in studies on microscopic animals. Here, we provide a standardized protocol for geometric morphometric analyses of 2D landmark data sets using a combination of the geomorph and Morpho R packages. Furthermore, we integrate clustering approaches to identify group structures within such datasets. We demonstrate our protocol by performing exemplary analyses on stomatal shapes in the model nematodes
Caenorhabditis
and
Pristionchus
. Image acquisition for 80 worms takes 3–4 d, while the entire data analysis requires 10–30 min. In theory, this approach is adaptable to all microscopic model organisms to facilitate a thorough quantification of shape differences within and across species, adding to the methodological toolkit of evo-devo studies on morphological evolution and novelty.
This protocol describes how to perform geometric morphometrics on microscopic animals, as exemplified by analysis of nematode mouth morphology. The procedure provides guidance for microscopy data acquisition, data analysis and validation.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>32632318</pmid><doi>10.1038/s41596-020-0347-z</doi><tpages>34</tpages><orcidid>https://orcid.org/0000-0003-1836-8295</orcidid><orcidid>https://orcid.org/0000-0003-1503-7749</orcidid><orcidid>https://orcid.org/0000-0002-0920-4427</orcidid><orcidid>https://orcid.org/0000-0002-2948-7292</orcidid><orcidid>https://orcid.org/0000-0002-8273-8804</orcidid></addata></record> |
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subjects | 631/114/1564 631/114/794 631/136/1660 631/1647/334/1582/712 631/181/2806 Analytical Chemistry Animals Biological Evolution Biological Techniques Biomedical and Life Sciences Caenorhabditis - cytology Clustering Computational Biology/Bioinformatics Data acquisition Data analysis Data processing Developmental biology Geomorphology Image acquisition Life Sciences Methods Microarrays Microscopy - methods Morphology Morphometrics (Biology) Nematoda Nematodes Organic Chemistry Physiological aspects Protocol Reproducibility of Results Stomata Toolkits Two dimensional analysis Worms |
title | Geometric morphometrics of microscopic animals as exemplified by model nematodes |
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