Morphological kinetics and distribution in somatic embryo cultures

The environmental effects on developing somatic embryos should be characterized not only by the growth based on biomass, but also by the morphological properties and size. We have previously developed a discrete classifier to separate developing embryos into distinct morphological classes. In this s...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Biotechnology and bioengineering 1994-07, Vol.44 (3), p.368-378
Hauptverfasser: Chi, Chung-Ming, Vits, Hugo, Staba, E. John, Cooke, Todd J., Hu, Wei-Shou
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 378
container_issue 3
container_start_page 368
container_title Biotechnology and bioengineering
container_volume 44
creator Chi, Chung-Ming
Vits, Hugo
Staba, E. John
Cooke, Todd J.
Hu, Wei-Shou
description The environmental effects on developing somatic embryos should be characterized not only by the growth based on biomass, but also by the morphological properties and size. We have previously developed a discrete classifier to separate developing embryos into distinct morphological classes. In this study, a continuous descriptor using the distributions of magnitude of features representing morphological characteristics and size information was used to describe the developing embryo populations. The identity of the population was examined by comparing either the distributions of all features or key features. The method was applied to characterize the kinetics of carrot embryo populations cultivated in the presence and absence of triiodobenzoic acid(TIBA), an inhibitor of auxin polar transport. Optimal sample size for morphological characterization was determined by the invariance of feature distributions with further increase in sample size. The overall growth and substrate consumption kinetics were only slightly affected by the presence of TIBA. However, the distribution of morphological features was significantly affected. The features showing the highest statistical significance were related to those corresponding to the roughness. The continuous descriptor for characterizing developing embryo population is potentially useful for quality control in large‐scale operations. © 1994 John Wiley & Sons, Inc.
doi_str_mv 10.1002/bit.260440315
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_733662288</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>16712268</sourcerecordid><originalsourceid>FETCH-LOGICAL-c4725-53a5b48195560266a2febce4a36c46a73ed2621fe5b55a307cda6817410a91e23</originalsourceid><addsrcrecordid>eNp90U1v1DAQBmALgehSOHJFOSA4pXj8MU6OtKJfaqGHrThajuOAaRJv7URl_z2uNlp66smy5vHM6DUh74EeAaXsS-OnI4ZUCMpBviAroLUqKavpS7KilGLJZc0OyJuU_uSrqhBfkwOoEColxYocX4e4-R368Mtb0xd3fnSTt6kwY1u0Pk3RN_Pkw1j4sUhhMLlYuKGJ21DYuZ_m6NJb8qozfXLvlvOQ3J5-W5-cl1c_zi5Ovl6VVigmS8mNbEQFtZRIGaJhnWusE4ajFWgUdy1DBp2TjZSGU2VbgxUoAdTU4Bg_JJ93fTcx3M8uTXrwybq-N6MLc9KKc0TGqirLT89KQAWM4SMsd9DGkFJ0nd5EP5i41UD1Y7w6x6v38Wb_YWk8N4Nr_-slzww-LsCknGcXzWh92jsBNeMAmakde_C92z4_VB9frJ9usGyc_8b93b808U6j4krqn9_PNL1k63N5w_Ul_wcNJqDH</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>16712268</pqid></control><display><type>article</type><title>Morphological kinetics and distribution in somatic embryo cultures</title><source>Wiley-Blackwell Journals</source><creator>Chi, Chung-Ming ; Vits, Hugo ; Staba, E. John ; Cooke, Todd J. ; Hu, Wei-Shou</creator><creatorcontrib>Chi, Chung-Ming ; Vits, Hugo ; Staba, E. John ; Cooke, Todd J. ; Hu, Wei-Shou</creatorcontrib><description>The environmental effects on developing somatic embryos should be characterized not only by the growth based on biomass, but also by the morphological properties and size. We have previously developed a discrete classifier to separate developing embryos into distinct morphological classes. In this study, a continuous descriptor using the distributions of magnitude of features representing morphological characteristics and size information was used to describe the developing embryo populations. The identity of the population was examined by comparing either the distributions of all features or key features. The method was applied to characterize the kinetics of carrot embryo populations cultivated in the presence and absence of triiodobenzoic acid(TIBA), an inhibitor of auxin polar transport. Optimal sample size for morphological characterization was determined by the invariance of feature distributions with further increase in sample size. The overall growth and substrate consumption kinetics were only slightly affected by the presence of TIBA. However, the distribution of morphological features was significantly affected. The features showing the highest statistical significance were related to those corresponding to the roughness. The continuous descriptor for characterizing developing embryo population is potentially useful for quality control in large‐scale operations. © 1994 John Wiley &amp; Sons, Inc.</description><identifier>ISSN: 0006-3592</identifier><identifier>EISSN: 1097-0290</identifier><identifier>DOI: 10.1002/bit.260440315</identifier><identifier>PMID: 18618754</identifier><identifier>CODEN: BIBIAU</identifier><language>eng</language><publisher>Hoboken: Wiley Subscription Services, Inc., A Wiley Company</publisher><subject>Biological and medical sciences ; Biotechnology ; Daucus carota L ; embryos ; Eukaryotic cell cultures ; Fundamental and applied biological sciences. Psychology ; image analysis ; In vitro embryo culture ; kinetics ; Methods. Procedures. Technologies ; morphology ; pattern recognition ; Plant cells and fungal cells</subject><ispartof>Biotechnology and bioengineering, 1994-07, Vol.44 (3), p.368-378</ispartof><rights>Copyright © 1994 John Wiley &amp; Sons, Inc.</rights><rights>1994 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4725-53a5b48195560266a2febce4a36c46a73ed2621fe5b55a307cda6817410a91e23</citedby><cites>FETCH-LOGICAL-c4725-53a5b48195560266a2febce4a36c46a73ed2621fe5b55a307cda6817410a91e23</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fbit.260440315$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fbit.260440315$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,777,781,1412,27905,27906,45555,45556</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&amp;idt=4192311$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/18618754$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Chi, Chung-Ming</creatorcontrib><creatorcontrib>Vits, Hugo</creatorcontrib><creatorcontrib>Staba, E. John</creatorcontrib><creatorcontrib>Cooke, Todd J.</creatorcontrib><creatorcontrib>Hu, Wei-Shou</creatorcontrib><title>Morphological kinetics and distribution in somatic embryo cultures</title><title>Biotechnology and bioengineering</title><addtitle>Biotechnol. Bioeng</addtitle><description>The environmental effects on developing somatic embryos should be characterized not only by the growth based on biomass, but also by the morphological properties and size. We have previously developed a discrete classifier to separate developing embryos into distinct morphological classes. In this study, a continuous descriptor using the distributions of magnitude of features representing morphological characteristics and size information was used to describe the developing embryo populations. The identity of the population was examined by comparing either the distributions of all features or key features. The method was applied to characterize the kinetics of carrot embryo populations cultivated in the presence and absence of triiodobenzoic acid(TIBA), an inhibitor of auxin polar transport. Optimal sample size for morphological characterization was determined by the invariance of feature distributions with further increase in sample size. The overall growth and substrate consumption kinetics were only slightly affected by the presence of TIBA. However, the distribution of morphological features was significantly affected. The features showing the highest statistical significance were related to those corresponding to the roughness. The continuous descriptor for characterizing developing embryo population is potentially useful for quality control in large‐scale operations. © 1994 John Wiley &amp; Sons, Inc.</description><subject>Biological and medical sciences</subject><subject>Biotechnology</subject><subject>Daucus carota L</subject><subject>embryos</subject><subject>Eukaryotic cell cultures</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>image analysis</subject><subject>In vitro embryo culture</subject><subject>kinetics</subject><subject>Methods. Procedures. Technologies</subject><subject>morphology</subject><subject>pattern recognition</subject><subject>Plant cells and fungal cells</subject><issn>0006-3592</issn><issn>1097-0290</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>1994</creationdate><recordtype>article</recordtype><recordid>eNp90U1v1DAQBmALgehSOHJFOSA4pXj8MU6OtKJfaqGHrThajuOAaRJv7URl_z2uNlp66smy5vHM6DUh74EeAaXsS-OnI4ZUCMpBviAroLUqKavpS7KilGLJZc0OyJuU_uSrqhBfkwOoEColxYocX4e4-R368Mtb0xd3fnSTt6kwY1u0Pk3RN_Pkw1j4sUhhMLlYuKGJ21DYuZ_m6NJb8qozfXLvlvOQ3J5-W5-cl1c_zi5Ovl6VVigmS8mNbEQFtZRIGaJhnWusE4ajFWgUdy1DBp2TjZSGU2VbgxUoAdTU4Bg_JJ93fTcx3M8uTXrwybq-N6MLc9KKc0TGqirLT89KQAWM4SMsd9DGkFJ0nd5EP5i41UD1Y7w6x6v38Wb_YWk8N4Nr_-slzww-LsCknGcXzWh92jsBNeMAmakde_C92z4_VB9frJ9usGyc_8b93b808U6j4krqn9_PNL1k63N5w_Ul_wcNJqDH</recordid><startdate>199407</startdate><enddate>199407</enddate><creator>Chi, Chung-Ming</creator><creator>Vits, Hugo</creator><creator>Staba, E. John</creator><creator>Cooke, Todd J.</creator><creator>Hu, Wei-Shou</creator><general>Wiley Subscription Services, Inc., A Wiley Company</general><general>Wiley</general><scope>BSCLL</scope><scope>IQODW</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QO</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope><scope>7X8</scope></search><sort><creationdate>199407</creationdate><title>Morphological kinetics and distribution in somatic embryo cultures</title><author>Chi, Chung-Ming ; Vits, Hugo ; Staba, E. John ; Cooke, Todd J. ; Hu, Wei-Shou</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4725-53a5b48195560266a2febce4a36c46a73ed2621fe5b55a307cda6817410a91e23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>1994</creationdate><topic>Biological and medical sciences</topic><topic>Biotechnology</topic><topic>Daucus carota L</topic><topic>embryos</topic><topic>Eukaryotic cell cultures</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>image analysis</topic><topic>In vitro embryo culture</topic><topic>kinetics</topic><topic>Methods. Procedures. Technologies</topic><topic>morphology</topic><topic>pattern recognition</topic><topic>Plant cells and fungal cells</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chi, Chung-Ming</creatorcontrib><creatorcontrib>Vits, Hugo</creatorcontrib><creatorcontrib>Staba, E. John</creatorcontrib><creatorcontrib>Cooke, Todd J.</creatorcontrib><creatorcontrib>Hu, Wei-Shou</creatorcontrib><collection>Istex</collection><collection>Pascal-Francis</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Biotechnology and bioengineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chi, Chung-Ming</au><au>Vits, Hugo</au><au>Staba, E. John</au><au>Cooke, Todd J.</au><au>Hu, Wei-Shou</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Morphological kinetics and distribution in somatic embryo cultures</atitle><jtitle>Biotechnology and bioengineering</jtitle><addtitle>Biotechnol. Bioeng</addtitle><date>1994-07</date><risdate>1994</risdate><volume>44</volume><issue>3</issue><spage>368</spage><epage>378</epage><pages>368-378</pages><issn>0006-3592</issn><eissn>1097-0290</eissn><coden>BIBIAU</coden><abstract>The environmental effects on developing somatic embryos should be characterized not only by the growth based on biomass, but also by the morphological properties and size. We have previously developed a discrete classifier to separate developing embryos into distinct morphological classes. In this study, a continuous descriptor using the distributions of magnitude of features representing morphological characteristics and size information was used to describe the developing embryo populations. The identity of the population was examined by comparing either the distributions of all features or key features. The method was applied to characterize the kinetics of carrot embryo populations cultivated in the presence and absence of triiodobenzoic acid(TIBA), an inhibitor of auxin polar transport. Optimal sample size for morphological characterization was determined by the invariance of feature distributions with further increase in sample size. The overall growth and substrate consumption kinetics were only slightly affected by the presence of TIBA. However, the distribution of morphological features was significantly affected. The features showing the highest statistical significance were related to those corresponding to the roughness. The continuous descriptor for characterizing developing embryo population is potentially useful for quality control in large‐scale operations. © 1994 John Wiley &amp; Sons, Inc.</abstract><cop>Hoboken</cop><pub>Wiley Subscription Services, Inc., A Wiley Company</pub><pmid>18618754</pmid><doi>10.1002/bit.260440315</doi><tpages>11</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0006-3592
ispartof Biotechnology and bioengineering, 1994-07, Vol.44 (3), p.368-378
issn 0006-3592
1097-0290
language eng
recordid cdi_proquest_miscellaneous_733662288
source Wiley-Blackwell Journals
subjects Biological and medical sciences
Biotechnology
Daucus carota L
embryos
Eukaryotic cell cultures
Fundamental and applied biological sciences. Psychology
image analysis
In vitro embryo culture
kinetics
Methods. Procedures. Technologies
morphology
pattern recognition
Plant cells and fungal cells
title Morphological kinetics and distribution in somatic embryo cultures
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-17T18%3A30%3A26IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Morphological%20kinetics%20and%20distribution%20in%20somatic%20embryo%20cultures&rft.jtitle=Biotechnology%20and%20bioengineering&rft.au=Chi,%20Chung-Ming&rft.date=1994-07&rft.volume=44&rft.issue=3&rft.spage=368&rft.epage=378&rft.pages=368-378&rft.issn=0006-3592&rft.eissn=1097-0290&rft.coden=BIBIAU&rft_id=info:doi/10.1002/bit.260440315&rft_dat=%3Cproquest_cross%3E16712268%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=16712268&rft_id=info:pmid/18618754&rfr_iscdi=true