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Title: Mathematical modeling of positron emission tomography (PET) data to assess radiofluoride transport in living plants following petiolar administration

Abstract

Background: Ion transport is a fundamental physiological process that can be studied non-invasively in living plants with radiotracer imaging methods. Fluoride is a known phytotoxic pollutant and understanding its transport in plants after leaf absorption is of interest to those in agricultural areas near industrial sources of airborne fluoride. Here we report the novel use of a commercial, high-resolution, animal positron emission tomography (PET) scanner to trace a bolus of [¹⁸F]fluoride administered via bisected petioles of Brassica oleracea, an established model species, to simulate whole plant uptake of atmospheric fluoride. This methodology allows for the first time mathematical compartmental modeling of fluoride transport in the living plant. Radiotracer kinetics in the stem were described with a single-parameter free- and trapped-compartment model and mean arrival times at different stem positions were calculated from the free-compartment time-activity curves. Results: After initiation of administration at the bisected leaf stalk, [¹⁸F] radioactivity climbed for approximately 10 minutes followed by rapid washout from the stem and equilibration within leaves. Kinetic modeling of transport in the stem yielded a trapping rate of 1.5 +/- 0.3%/min (mean +/- s.d., n = 3), velocity of 2.2 +/- 1.1 cm/min, and trapping fraction of 0.8 +/- 0.5%/cm. Conclusion: Quantitativemore » assessment of physiologically meaningful transport parameters of fluoride in living plants is possible using standard positron emission tomography in combination with petiolar radiotracer administration. Movement of free fluoride was observed to be consistent with bulk flow in xylem, namely a rapid and linear change in position with respect to time. Trapping, likely in the apoplast, was observed. Future applications of the methods described here include studies of transport of other ions and molecules of interest in plant physiology.« less

Authors:
 [1];  [1];  [1];  [1];  [1];  [1];  [1];  [1];  [1];  [1];  [1]
  1. Univ. of Wisconsin, Madison, WI (United States)
Publication Date:
Research Org.:
Univ. of Wisconsin, Madison, WI (United States)
Sponsoring Org.:
USDOE Office of Science (SC)
OSTI Identifier:
1192058
Grant/Contract Number:  
SC0005281
Resource Type:
Accepted Manuscript
Journal Name:
Plant Methods
Additional Journal Information:
Journal Volume: 11; Journal Issue: 1; Journal ID: ISSN 1746-4811
Publisher:
BioMed Central
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; ion transport; positron emission tomography; radiotracer; kinetic modeling; brassica oleracea

Citation Formats

Converse, Alexander K., Ahlers, Elizabeth O., Bryan, Tom W., Hetue, Jackson D., Lake, Katherine A., Ellison, Paul A., Engle, Jonathan W., Barnhart, Todd E., Nickles, Robert J., Williams, Paul H., and DeJesus, Onofre T. Mathematical modeling of positron emission tomography (PET) data to assess radiofluoride transport in living plants following petiolar administration. United States: N. p., 2015. Web. doi:10.1186/s13007-015-0061-y.
Converse, Alexander K., Ahlers, Elizabeth O., Bryan, Tom W., Hetue, Jackson D., Lake, Katherine A., Ellison, Paul A., Engle, Jonathan W., Barnhart, Todd E., Nickles, Robert J., Williams, Paul H., & DeJesus, Onofre T. Mathematical modeling of positron emission tomography (PET) data to assess radiofluoride transport in living plants following petiolar administration. United States. https://doi.org/10.1186/s13007-015-0061-y
Converse, Alexander K., Ahlers, Elizabeth O., Bryan, Tom W., Hetue, Jackson D., Lake, Katherine A., Ellison, Paul A., Engle, Jonathan W., Barnhart, Todd E., Nickles, Robert J., Williams, Paul H., and DeJesus, Onofre T. Sun . "Mathematical modeling of positron emission tomography (PET) data to assess radiofluoride transport in living plants following petiolar administration". United States. https://doi.org/10.1186/s13007-015-0061-y. https://www.osti.gov/servlets/purl/1192058.
@article{osti_1192058,
title = {Mathematical modeling of positron emission tomography (PET) data to assess radiofluoride transport in living plants following petiolar administration},
author = {Converse, Alexander K. and Ahlers, Elizabeth O. and Bryan, Tom W. and Hetue, Jackson D. and Lake, Katherine A. and Ellison, Paul A. and Engle, Jonathan W. and Barnhart, Todd E. and Nickles, Robert J. and Williams, Paul H. and DeJesus, Onofre T.},
abstractNote = {Background: Ion transport is a fundamental physiological process that can be studied non-invasively in living plants with radiotracer imaging methods. Fluoride is a known phytotoxic pollutant and understanding its transport in plants after leaf absorption is of interest to those in agricultural areas near industrial sources of airborne fluoride. Here we report the novel use of a commercial, high-resolution, animal positron emission tomography (PET) scanner to trace a bolus of [¹⁸F]fluoride administered via bisected petioles of Brassica oleracea, an established model species, to simulate whole plant uptake of atmospheric fluoride. This methodology allows for the first time mathematical compartmental modeling of fluoride transport in the living plant. Radiotracer kinetics in the stem were described with a single-parameter free- and trapped-compartment model and mean arrival times at different stem positions were calculated from the free-compartment time-activity curves. Results: After initiation of administration at the bisected leaf stalk, [¹⁸F] radioactivity climbed for approximately 10 minutes followed by rapid washout from the stem and equilibration within leaves. Kinetic modeling of transport in the stem yielded a trapping rate of 1.5 +/- 0.3%/min (mean +/- s.d., n = 3), velocity of 2.2 +/- 1.1 cm/min, and trapping fraction of 0.8 +/- 0.5%/cm. Conclusion: Quantitative assessment of physiologically meaningful transport parameters of fluoride in living plants is possible using standard positron emission tomography in combination with petiolar radiotracer administration. Movement of free fluoride was observed to be consistent with bulk flow in xylem, namely a rapid and linear change in position with respect to time. Trapping, likely in the apoplast, was observed. Future applications of the methods described here include studies of transport of other ions and molecules of interest in plant physiology.},
doi = {10.1186/s13007-015-0061-y},
journal = {Plant Methods},
number = 1,
volume = 11,
place = {United States},
year = {Sun Mar 15 00:00:00 EDT 2015},
month = {Sun Mar 15 00:00:00 EDT 2015}
}

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A class of compartmental models for long-distance tracer transport in plants
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PET imaging of thin objects: measuring the effects of positron range and partial-volume averaging in the leaf of Nicotiana tabacum
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Transfer function analysis of positron-emitting tracer imaging system (PETIS) data
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Fetal Dopamine Receptor Characteristics Assessed in Utero
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  • Journal of Cerebral Blood Flow & Metabolism, Vol. 30, Issue 8
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An efficient petiole-feeding bioassay for introducing aqueous solutions into dicotyledonous plants
journal, December 2010

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Fluoride Pollution
journal, May 1975


More than just a vulnerable pipeline: xylem physiology in the light of ion-mediated regulation of plant water transport
journal, July 2011

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  • Journal of Experimental Botany, Vol. 62, Issue 14
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An Analysis of Long-Distance Water Transport in the Soybean Stem Using H215O
journal, May 2008

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From Proton Pump to Proteome. Twenty-Five Years of Research on Ion Transport in Higher Plants: Fig. 1.
journal, January 2001


The use of positron emission tomography for studies of long-distance transport in plants: uptake and transport of 18F
journal, December 1988


Rapid-Cycling Populations of Brassica
journal, June 1986


ION Absorption and Transport in Plants
journal, June 1965


Works referencing / citing this record:

Insights into fluoride-induced oxidative stress and antioxidant defences in plants
journal, September 2018


Methodological approach for predicting and mapping the phenological adaptation of tropical maize (Zea mays L.) using multi-environment trials
journal, December 2018