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STEM I

STEM I is a class taught by Dr. Crowthers. In STEM, we complete an independent research project to present at the Science Fair in February. In this class, we brainstorm, read scientific publications, conduct labs, and analyze data.

Impact of frequencies on neural plasticity in C. Elegans

Overview

The human body communicates through signals between body parts facilitated by neurons and synapses. Synaptic pruning, the removal of unnecessary synapses, occurs in the brain's pre-frontal cortex, enhancing learning and adaptability – and causes changes in brain plasticity. Schizophrenia and other mental illnesses are linked to altered synaptic pruning. Music influences brain plasticity, impacting white and gray matter. This study aims to explore the effects of pure tone frequencies on neural plasticity using C. Elegans. Chemotaxis and avoidance assays were performed to determine changes in memory in the presence of 100Hz, 1kHz, and 5kHz frequencies. The most significant increase in memory occurred with the 1kHz frequency, and there was little to no change in avoidance.

Abstracts

This project aimed to study the impact of varying sound frequencies on learning without correlation to emotion. Previous research has shown that music improves learning ability, providing sufficient evidence of its positive i mpact on neural plasticity. However, it was hypothesized that the effect of the music was correlated to emotion and memories. This study closed that gap by studying the impact of pure tone frequencies on a model organism unaffected by emotion. The model organism, C. Elegans, was put through a chemotaxis assay as a paradigm for learning. One group was played the frequencies during and after the learning process. Other groups were played frequencies only during the learning process, only after the learning process, or not at all. The C. Elegans had more preference for the chemical attractant when 1kHz frequencies were played. This finding establishes that organisms’ brains respond and adapt to sound stimuli alone. Moreover, it opens the idea of manipulating sound to impact neural plasticity. These findings justify researchers studying the impact of sound on a neuronal level. With this, possible non-invasive interventions for neural plasticity-related mental illnesses, including Schizophrenia and Autism Spectrum Disorder, can be found.

Supporting Documents

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Researchable Question

How do varying frequencies impact the learning and memory of C. Elegans?

Hypothesis

It is hypothesized that Caenorhabditis elegans will show more preference for isoamyl Alcohol in the presence of frequencies. The upper range of frequencies will become irritable, and there will be no change or decline in preference.

Background

The human body sends signals to and from various body parts to respond to external stimuli. When this occurs, sense organs notify neurons to fire, allowing electrical signals to pass through them. Each neuron receives the electrical impulse through their dendrites and releases them through their axons. The synapse, the space between the dendrite of one neuron and the axons of another, allows these electrical impulses to be passed between neurons (Barker, 2023). However, synapses may become unnecessary to function if the neural pathway is not used very often, resulting in synaptic pruning. Synaptic pruning is the process of removing unneeded synapses in the brain to open more space for learning. This process occurs in the decision-making part of the brain, the pre-frontal cortex (Carey, 2016). This process allows brain development and increases brain plasticity – its ability to change and adapt. Research has shown that synaptic pruning increases the brain's efficiency (Sandoval, 2015). Schizophrenia is a mental illness causing hallucinations and delusions. Research has shown that schizophrenia is linked to the increased expression of a particular gene that increases synaptic pruning (Carey, 2017). Schizophrenia is one among several mental illnesses impacted by the brain’s plasticity. Others include autism spectrum disorder (ASD) and attention deficit hyperactivity disorder (ADHD) (Problems with ‘pruning’ brain connections linked to adolescent mental health disorders, 2023). However, the brain’s plasticity is also impacted by music. Previous research has shown that participating in music creation affects the brain's white and gray matter. Musicians showed increased gray matter in motor and auditory cerebral areas (Rodrigues et al., 2010). Moreover, a study performed at the University of Toronto played music to fourteen Alzheimer patients – six of whom were musicians, and eight were not. The patient's brains were scanned before and after listening to music one hour a day for three weeks. The music also varied; some music had sentimental value, and other music was new. This study found that music with personal connection impacted deep connections in the pre-frontal cortex. Additionally, structural differences were found between musicians and non-musicians due to music listening. Various studies show that musical training and listening to music impact neuroplasticity. However, it is unclear if this is only due to memories and mood. This study aims to close that gap by studying the model organism, C. Elegans, as they respond purely to the stimuli. Moreover, the study will establish any connections between sound and learning. The goal of this project is to study the impact of varying pure tone frequencies on neural plasticity. This study will be performed using a chemotaxis assay as a paradigm for learning. In this assay, the C. Elegans will learn to associate the smell of isoamyl alcohol with food. Their memory will be tested by observing how many worms move towards isoamyl alcohol rather than the control chemical. Pure tone frequencies will be played at varying frequencies during and after the learning process to find if it improves memory. The chemotaxis index will be calculated to quantify results. Findings may be used to justify more research in using music as a mitigation strategy for schizophrenia, ADHD, and ASD. Overall, this proposal may provide insight into the crucial functionalities of the brain. Further research may include observing the impact of music on neuronal activity and synapses. Additionally, there can be narrower research into the optimal frequencies to invoke or decrease changes in neural plasticity.

Procedure

The worms were put through a chemotaxis assay for short-term memory, per Kauffman et al., 2011. In this assay, a group of worms were trained to associate food with the chemical odorant and attractant, isoamyl alcohol. Therefore, when placed on a plate with the odorant, they would show preference for it by moving towards it. This was done by starving them in M9 buffer for 1 hour, conditioning them on a seeded plate with Isoamyl Alchohol on the lid for 1 hour, and counting worms after incubating them on the chemotaxis plate for 1 hour. The process was modified by playing frequencies during and after the training period to observe any changes in associative memory due to the presence of frequencies. This allowed me to measure the impact of sound on memory.

Figures

Chemotaxis Index Graph Avoidance Assay Graph

Analysis

As shown in Figure 1, an ANOVA test determined a statistical difference in the mean chemotaxis indexes for each frequency group. It indicated a difference between the control and 1kHz groups (p=0.046), control and 5kHz groups (p<0.000001), 1kHz and 5kHz groups (p<0.000001), 100Hz and 5kHz groups (p<0.000001). A two-sample t-test was conducted between statistically different groups. From these groups, the 1kHz group had an increased chemotaxis index in comparison with the control (p<0.0001), the 5kHz group had a statistically lower chemotaxis index than the control (p=0.0001), 1kHz had a greater chemotaxis index than the 5kHz group (p<0.0001), and100Hz had a greater chemotaxis index than the 5kHz group (p=0.0002). As shown in Figure 2, an ANOVA test determined a statistical difference in the mean avoidance for each frequency group. It indicated a difference between the control and 100Hz groups (p=0.00348), control and 5kHz groups (p<0.000001), 100Hz and 1kHz groups (p=0.00791), 1kHz and 5kHz groups (p=0.00398), 100Hz and 5kHz groups (p<0.000001). A two-sample t-test was conducted between the statistically different groups. Within these groups, 100Hz group had statistically greater avoidance than the control (p=0.0013), the 5kHz group had a greater avoidance than the control (p=0.0001), 100Hz group had a greater avoidance than 1kHz group (p=0.0012), the 5kHz groups had a greater avoidance than the 1kHz group (p<0.0001), and the 5kHz groups had a greater avoidance than the 100Hz group (p=0.0139).

Discussion and Conclusion

At a significance level of p<0.05, there is sufficient statistical evidence that 100Hz and 5kHz increase worm avoidance of isoamyl alcohol. It is hypothesized that the increase in avoidance in the presence of 5kHz frequencies is due to irritation. However, there is no statistical difference in the avoidance of Isoamyl Alcohol in the presence of 1kHz frequencies. At a significance level of p<0.05, the data shows significant evidence that 1kHz frequencies increase preference for isoamyl alcohol in chemotaxis. As a result, the sound frequencies increase the ability to remember and learn, thus impacting neural plasticity. With this conclusion, it can be hypothesized that sound affects the nervous system at a neuronal level, particularly the synapses. Synaptic pruning causes changes in neural plasticity; therefore, these changes may be induced or controlled by sound. There was insufficient statistical evidence that 100Hz frequencies impact chemotaxis and, thus, memory. However, the 5kHz frequency showed a decline in memory. As the frequencies are in the upper range of hearing for C. Elegans, it is hypothesized that the frequency became irritable and/or distracting, disrupting the conditioning and post-conditioning process. The objective of this project was to determine if frequencies impacted neural plasticity. This data was obtained by performing a chemotaxis assay utilizing isoamyl alcohol as the chemical attractant. The experimental groups played frequencies during the training period and observation period to see if an association with frequencies was made. The statistical analysis provided sufficient evidence that the presence of 1kHz frequencies impacted memory. The positive change in learning and memory indicated a change in neural plasticity. This study established the groundwork for looking into the impact of sound on a neuronal level. With this, possible interventions for mental illness can be researched and implemented.

References