Related Experiment Video
Updated: Feb 15, 2026

Design and Assembly of an Ultra-light Motorized Microdrive for Chronic Neural Recordings in Small Animals
Published on: November 8, 2012
Output variability across animals and levels in a motor system
Angela Wenning1, Brian J Norris1,2, Cengiz Günay1,3
1Biology Department, Emory University, Atlanta, United States.
Individual differences in rhythmic behaviors stem from genetic and life history variations. In leeches, central pattern generator (CPG) output variability is minimal within a coordination, but differences between homologous cells and external factors contribute to overall output variation.
Area of Science:
- Neuroscience
- Systems Biology
- Biophysics
Background:
- Rhythmic behaviors exhibit significant individual variability.
- Understanding the sources of this variability, from neural circuits to the motor periphery, is crucial.
- The leech heartbeat system provides a model for studying motor output variability.
Purpose of the Study:
- To investigate the sources of output variability in a rhythmic motor system.
- To differentiate variability contributions from the central pattern generator (CPG) and the motor plant.
- To analyze coordination-specific variability in intersegmental phase relations (Δϕ).
Main Methods:
- Analysis of the bilaterally symmetric leech heartbeat system.
- Examination of central pattern generator (CPG) and motor neuron activity.
- Quantification of intersegmental phase relations (Δϕ) within and between coordinations.
Main Results:
- The leech heartbeat system demonstrates high precision within a coordination.
- Variability in repetitions of a coordination contributes minimally to population output variability.
- Differences between bilaterally homologous cells and individual genetic/life history factors significantly contribute to output variability.
- Variability of Δϕ was coordination-specific, with some showing significant reduction from CPG to motor pattern.
Conclusions:
- Motor pattern generation in the leech is precise within a coordination.
- While CPGs contribute to rhythmic behavior, downstream mechanisms play a role in modulating output variability.
- Genetic and life history differences among individuals are likely major drivers of population-level variability in rhythmic behaviors.
Related Concept Videos
Cardiac Output II: Effect of Stroke Volume on Cardiac Output
Preload
Preload refers to the initial elongation of the cardiac myocytes before contraction and is related to the volume of blood filling the heart at the end of diastole, or end-diastolic volume. The...
Cardiac Output I:Effect of Heart Rate on Cardiac Output
Cardiac output (CO) refers to the total amount of blood ejected by one of the ventricles in liters per minute (L/min). In a resting adult, CO ranges from 5 to 6 L/min, adjusting according to the body's metabolic requirements.
Effect of Heart Rate on Cardiac Output
Cardiac output adapts to metabolic demands during stress, physical activity, or illness. The autonomic nervous system regulates heart rate via the sinoatrial node. The parasympathetic nervous system decreases heart...
Variability: Analysis
The range is a simple measure of variability, indicating the difference between the highest and...
Random Variables
Uppercase letters such as X or Y denote a random variable. Lowercase letters like x or y denote the value of a random variable. If X is a random variable, then X is written in words, and x is given as a number.
For example, let X = the...
Exercise and Cardiac Output
Sustained exercise increases the muscles' oxygen demand, which can be...
Imbalances in Cardiac Output
CHF can occur due to the failure of either side of the heart. Left-side failure leads to pulmonary congestion—the right side continues to send...

