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Laboratory of Animal Behavior
Ilan Golani,
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The SEE software
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Research in the interface between
Behaviour, Computation, Statistics and Genetics
We presently focus on two projects:
Motor coordination. Our current treatment of this subject
is illustrated in two recent papers that can be downloaded below (Kafkafi
et al., 1996; Kafkafi and Golani, 1998), and by two animations, prepared
by Neri Kafkafi, which accompany the second of the two papers ("A traveling
wave of lateral movement coordinates...."). The first animation explains
the application of the concept of relative phase to unrestrained locomotor
behavior. You would first have to download Mathreader
and then click Animation of relative phase(3.6 Mb).
The second animation shows that ferret locomotor behavior involves
a travelling, rather than a standing wave of lateral movement. This is
accomplished by coloring each of the parts of the body of the animated
animal in correspondence with its current phase of movement. To see it
click Phase animation
in ferret. (2.2 Mb).
The focus in the next stages of genomic research will undoubtedly be on comparative analysis of genomes. "Expression" and "function" are the watch words of the new era. Perhaps the most intriguing question in this quest is that of the relationship between genomes and behavioral phenotypes. A major stumbling block in this quest, however, is the lack of analytic tools on the behavior side of the genome/behavior interface. Ethology ,neuroethology, behavioral pharmacology and behavioral neuroscience failed to develop a methodology that can handle the representation of free whole-animal behavior at a level of articulation and rigor be fitting that employed on the genome side.
We are a research team currently engaged in developing such a methodology. Our team includes several zoologists (Ilan Golani, Dina lipkind, Ehud Fonio, Guy Horev, Eyal Gruntman, Anna Dvorkin, Eran Polosetski, Tel Aviv, and Neri Kafkafi, Baltimore, The Maryland Psychiatric Research Institute, two statisticians (Yoav Benjamini, and Anat Sakov, Tel Aviv), and a neurobiologist ( Greg Elmer, The Maryland Psychiatric Research Institute, Baltimore). Because the mouse has now become the experimental animal par excellence of Behavior Genetics, our work is centered on mice. In work already done by us and by others, it has been shown that contrary to what was common belief, rodent free locomotor behavior is quite structured. In the last few years we have developed interactive software for analyzing this structure. This software can visualize and quantify the patterns, using as input the automatically digitized time-series of the animal's location (for a video clip illustrating the tracking process of the behavior of a rat in a large 6.5m diameter arena see "Tracking of rat exploratory behavior" (28.5 Mb) and producing as output, key parameters that characterize the behavior. These parameters are relatively independent of each other, and reveal a natural structure that is relatively independent of the animal's level of activity. They reflect processes involving motivation, navigation, spatial memory and learning. They can be measured automatically and efficiently in very large numbers of mice (high throughput) and their listing should result in an objective algorithmic definition of species- and strain-specific behavior.
Having at hand a long list of numerical values that summarize structural differences between genetically distinct mouse strains whose genetic map is at a relatively advanced stage of construction introduces two statistical problems: that of the False Discovery Rate (FDR; Benjamini and Hochberg, 1995) stemming from the simultaneous performance of multiple comparisons (by increasing the probability of apparently significant differences), and that of using the Quantitative Trait Loci (QTL) approach, in order to map the location of genes having specific behavioral function on the chromosome. Studying these multiple relations between a large number of locations on the genome and long lists of behavioral endpoints require an extensive interaction between the members of our group.
Our laboratory is fully equipped to perform state of the-art behavior research, and works closely with the Maryland Psychiatric Institute and the Tennessee Mouse Genome Consortium, to produce a diverse and vibrant research environment. Our mission includes the creation of large databases available to all, and the development of analytical tools to support their use.
Controlling the false discovery rate in behavior genetics
research.
Behavioural Brain Research Volume 125,Issues
1-2
8 November 2001, Pages 279-284
Yoav Benjamini, Dan Drai, Greg Elmer, Neri Kafkafi
and Ilan Golani
The journal
Rats and mice share common ethologically relevant parameters of exploratory behavior.
Behavioural Brain Research Volume 125, Issues 1-2
8 November 2001 Pages 133-140
Dan Drai, Neri Kafkafi, Yoav Benjamini, Greg Elmer and Ilan Golani
The
journal
SEE: a tool for the visualization and analysis of rodent exploratory behavior.
Neuroscience & Biobehavioral Reviews, 25 (2001) 5,
Pages 409-426
Dan Drai and Ilan Golani
The
journal
Natural segmentation of the locomotor behavior of drug-induced rats in a photobeam cage.
JOURNAL OF NEUROSCIENCE METHODS 109 (2): 111-121 AUG 30 2001
Neri Kafkafi, Cheryl Mayo, Dan Drai, Ilan Golani and Greg Elmer
Abstract
Phenotyping stereotypic behaviour: collective variables,
range of variation and predictability.
I. Golani, N.Kafkafi, D. Drai.
The dynamics of long-term exploration in the rat
Ofer Tchernichovski , Yoav Benjamini , Ilan Golani
Vo78, Issue 6, pp 423-432
Biological Cybernetics, Jul 20, 1998
Download
article in PDF format here
The dynamics of long term exploration in the rat
Ofer Tchernichovski , Yoav Benjamini
Volume 78, Issue 6, pp 433-440
Biological Cybernetics, Jul 20, 1998
Download
article in PDF format here
Statistical discrimination of natural modes of motion
in rat exploratory behavior
Dan Drai, Yoav Benjamini, Ilan Golani
Volume (issue): 96 (2) 2000
Journal of Neuroscience Methods
Download
article in PDF format here
(For a video clip illustrating the phenomenon which is
the subject of this paper: alternation between progression and stayingin
place behavior click "alternation between lingering
and progression in exploratory behavior of a wild Rattus norvegicus
"(27.5 Mb)).
Coordination of side-to-side head movements and walking
in amphetamine-treated rats:
a stereotyped motor pattern as a stable equilibrium
in a dynamical system
Neri Kafkafi , Stavit Levi-Havusha , Ilan Golani , Yoav Benjamini
Volume 74, Issue 6, pp 487-495
Biological Cybernetics, Feb 14, 1996
Download
abstract here
A traveling wave of lateral movement coordinates both
turning and forward walking in the ferret
Neri Kafkafi , Ilan Golani
Volume 78, Issue 6, pp 441-453
Biological Cybernetics, Jul 20, 1998
Download
article in PDF format here
Controlling the False Discovery Rate: a practical and powerful approach to multiple testing.
Benjamini Y, Hochberg Y (1995)
A mobility gradient in the organization of vertebrate movement: The perception of movement through symbolic language.
Golani I (1992)
BEHAVIORAL AND BRAIN SCIENCES (1992) 15,249-308
SEE locomotor behavior test discriminates C57BL/6J and DBA/2J mouse inbred strains across laboratories and protocol conditions
Kafkafi N, Lipkind D, Benjamini Y, Mayo CL, Elmer GI, Golani I
Darting behavior: a quantitative movement pattern designed for discrimination and replicability in mouse locomotor behavior
Kafkafi N, Pagis M, Lipkind D, Mayo CL, Benjamini Y, Golani I, Elmer GI
The Dynamics of Spatial Behavior: How can robust smoothing techniques help?
Hen I, Sakov A, Kafkafi N, Golani I, Benjamini Y
New replicable anxiety-related measures of wall vs. center behavior of mice in the open field
Lipkind D, Sakov A, Kafkafi N, Elmer GI, Benjamini Y, Golani I
Locomotor and exploratory behaviour. In The Behavior of the Laboratory Rat – A Handbook with Tests Edited by Ian Q. Whishaw and Bryan Kolb.
Golani I, Benjamini Y, Dvorkin A, Lipkind D, Kafkafi N
Extending SEE for large-scale phenotyping of mouse open-field behavior
Kafkafi N
Genotype-Environment Interactions in Mouse Behavior: A Way Out of the Problem
Kafkafi N, Benjamini Y, Sakov A, Elmer G, Golani I
Texture of locomotor path: a replicable characterization of a complex behavioral phenotype.
Kafkafi N, Sakov A, Elmer G