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