A novel image-analysis technique for kinematic study of growth and curvature

被引:70
作者
Basu, Paramita
Pal, Anupam
Lynch, Jonathan P.
Brown, Kathleen M. [1 ]
机构
[1] Penn State Univ, Intercoll Program Plant Biol, University Pk, PA 16802 USA
[2] Indian Inst Technol, Dept Biol Sci & Bioengn, Kanpur 208016, Uttar Pradesh, India
关键词
D O I
10.1104/pp.107.103226
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Kinematic analysis has provided important insights into the biology of growth by revealing the distribution of expansion within growing organs. Modern methods of kinematic analysis have made use of new image-tracking algorithms and computer-assisted evaluation, but these methods have yet to be adapted for examination of growth in a variety of plant species or for analysis of graviresponse. Therefore, a new image-analysis program, KineRoot, was developed to study spatio-temporal patterns of growth and curvature of roots. Graphite particles sprinkled on the roots create random patterns that can be followed by image analysis. KineRoot tracks the displacement of patterns created by the graphite particles over space and time using three search algorithms. Following pattern tracking, the edges of the roots are identified automatically by an edge detection algorithm that provides root diameter and root midline. Local growth rate of the root is measured by projecting the tracked points on the midline. From the shape of the root midline, root curvature is calculated. By combining curvature measurement with root diameter, the differential growth ratio between the greater and lesser curvature edges of a bending root is calculated. KineRoot is capable of analyzing a large number of images to generate local root growth and root curvature data over several hours, permitting kinematic analysis of growth and gravitropic responses for a variety of root types.
引用
收藏
页码:305 / 316
页数:12
相关论文
共 40 条
[1]   Effects of soil resistance to root penetration on leaf expansion in wheat (Triticum aestivum L): Kinematic analysis of leaf elongation [J].
Beemster, GTS ;
Masle, J ;
Williamson, RE ;
Farquhar, GD .
JOURNAL OF EXPERIMENTAL BOTANY, 1996, 47 (304) :1663-1678
[2]   Analysis of cell division and elongation underlying the developmental acceleration of root growth in Arabidopsis thaliana [J].
Beemster, GTS ;
Baskin, TI .
PLANT PHYSIOLOGY, 1998, 116 (04) :1515-1526
[3]   TEMPERATURE AFFECTS EXPANSION RATE OF MAIZE LEAVES WITHOUT CHANGE IN SPATIAL-DISTRIBUTION OF CELL LENGTH - ANALYSIS OF THE COORDINATION BETWEEN CELL-DIVISION AND CELL EXPANSION [J].
BENHAJSALAH, H ;
TARDIEU, F .
PLANT PHYSIOLOGY, 1995, 109 (03) :861-870
[4]   KINEMATICS AND DYNAMICS OF SORGHUM (SORGHUM-BICOLOR L) LEAF DEVELOPMENT AT VARIOUS NA/CA SALINITIES .1. ELONGATION GROWTH [J].
BERNSTEIN, N ;
LAUCHLI, A ;
SILK, WK .
PLANT PHYSIOLOGY, 1993, 103 (04) :1107-1114
[5]   A SIMULATION-MODEL FOR CELL-GROWTH AND PROLIFERATION IN ROOT APICES .1. STRUCTURE OF MODEL AND COMPARISONS WITH OBSERVED DATA [J].
BERTAUD, DS ;
GANDAR, PW ;
ERICKSON, RO ;
OLLIVIER, AM .
ANNALS OF BOTANY, 1986, 58 (03) :285-301
[6]   The robust estimation of multiple motions: Parametric and piecewise-smooth flow fields [J].
Black, MJ ;
Anandan, P .
COMPUTER VISION AND IMAGE UNDERSTANDING, 1996, 63 (01) :75-104
[8]  
DOLAN L, 1993, DEVELOPMENT, V119, P71
[9]   DROUGHT EFFECTS ON CELLULAR AND SPATIAL PARAMETERS OF LEAF GROWTH IN TALL FESCUE [J].
DURAND, JL ;
ONILLON, B ;
SCHNYDER, H ;
RADEMACHER, I .
JOURNAL OF EXPERIMENTAL BOTANY, 1995, 46 (290) :1147-1155
[10]  
ERICKSON RO, 1956, P AM PHILOS SOC, V100, P499