Blog Post #2
(12/02 - 03/10)
(12/02 - 03/10)
As I refresh on my project, I set out to investigate how RNAi of the Spookier gene impacts embryo development. Spookier is a halloween gene and is believed to be expressed in the final stages of embryonic development. Halloween genes are genes responsible for growth and development. Many halloween genes are required for embryonic viability, but Spookier has yet to be investigated. My research has allowed me to first determine if the Spookier gene is required for embryonic viability and then to assess how RNAi of the spookier gene impacts the number of larvae offspring. Using my findings, I hope to help contribute to the current academic conversation, allowing future researchers to possibly expand on this research and to look at how the Spookier gene impacts different areas of embryonic development.
Fly Vial
Pre-Trials:
As an overview of my methodology, I first completed population cultivation, which allowed me to have enough vials for virgin week. Fruit flies are considered to be virgins for 8 hours after hatching. In order to collect virgins, I would transfer out all adult flies in a vial eight hours prior to class (See image to the right). This way, any fly that hatched would be considered virgin. See my previous post for more details about this process. Virgin fruit flies were required in order to induce RNAi. To induce RNAi, I utilized the UAS/Gal4 system, which was used as a method in order to regulate genes. The UAS/Gal4 system works by using offspring crosses. In an offspring cross, the UAS flies have dsRNA that is responsible for gene silencing and the Gal4 flies have a promoter that expresses the dsRNA throughout the entire organism. When the two fly lines are crossed, the offspring will exhibit RNAi for the spookier gene. The female Gal4 flies must be virgin, so that when crossed with the UAS males, the offspring will form a genetic cross of only Gal4 and UAS flies.
Expiremental-Trials:
Once virgins were collected, two male flies and six virgin female flies (eight total) were placed into a vial and will then be given six days to reproduce. After the six days, I performed the larvae quantity assay. These methods for counting the number of larvae involved adding water to the media, allowing many of the larvae to float. From here, I took the media solution under a microscope and sorted out the larvae from the media (See image to the right). Here I counted and recorded the number of larvae present. This process was repeated eight times (four experimental and four control). The only difference in the control was that the virgin females were bred with Gal4 males, instead of UAS males, which was used to ensure that the Gal4 promoter did not adversely impact the offspring.
Transfering flies for virgin collection
Looking under the microscope for larvae
Data collection
For data collection, I have quantified data from eight vials (four control and four experimental). For the control group, the average number of larvae offspring is 34.75, with a standard deviation of 18.28. For the vials where flies exhibited RNAi, the average number of larvae offspring was 12.75 with a standard deviation of 10.779. The graph to the left depicts these values.
Data Analysis
As for my statistical analysis, I have run two statistical tests. My first test analyzed the difference in the # of larvae between the two groups. Here, the goal was to look for differences that could hint at differences in development. I ran a single tail, two sample t-test, where the average number of larvae in the control was hypothesized to be greater than that of the experimental groups. In this t-test, I had a significance level of .05, meaning that there is a 95% chance the conclusion of the study did not occur by random chance alone (See image on the left, below). Here the results were statistically significant at the .05 significance level, indicating that RNAi of the Spookier gene has a significant impact on embryo development.
I also ran a statistical analysis, looking at whether flies who exhibited RANi had embryonic viability. Here a single tailed one sample t-test was performed, where the expected average number of larvae was 0 and the experimental average was 12.75. 0 was used as the expected value, as it would indicate that no flies progressed to the larvae stage, which would be characteristic of flies that did not have embryonic viability. The results of this test show that Spookier is not required for embryonic viability, at the .05 significance level (See image on the right, below). With these stats tests completed, I am still looking for the best ways to visualize these results as well as incorporating it into my paper.
P-Value of .0472. Assuming that the fruit flies who exhibited RANi had no difference in offspring quantity, there is a 4.72% chance of getting a difference of 22 purely by chance alone
P-Value of .0494. Assuming that the fruit flies who exhibited RNAi had no embryonic viability, there is a 4.94% chance of getting a experimental mean of 12.75 across four vials, by chance alone.
Discussion
Findings:
In this research project, I explored the role of the Spookier gene in the development of fruit fly. Specifically, I used a technique called RNA interference (RNAi) to reduce the expression of the Spookier gene and observed the effects on the number of larvae offspring. My findings suggest that when the activity of the Spookier gene was limited in expression, there was a statistically significant decrease in the number of larvae. However, this reduction in gene activity did not result in loss of embryonic viability, meaning that the embryos could still develop into larvae despite the reduced activity of the Spookier gene.
These results are particularly interesting when we consider the work of Dr. Ono and his team, who found that the Spookier gene is primarily expressed during the larvae stage of development, although it begins to be expressed in the later stages of embryonic development. This suggests that the Spookier gene might be involved in producing a growth hormone that aids in embryo development, but is not absolutely necessary for the embryo to develop into a larva. Dr. Ono’s findings support mine, as it could explain why there was only a reduction and not an elimination of larvae present. While outside the scope of my lab, I noticed that larvae failed to progress to the pupa stage and also tended to have a brown hue (See imgaes to the right).
My research contributes to the larger academic conversation by providing new insights into the role of the Spookier gene in fruit fly development. It suggests that while the Spookier gene plays a role in the number of larvae offspring, it is not essential for embryonic viability. This finding opens up new avenues for future research, as scientists can now investigate how the Spookier gene affects larval and embryo development in more detail, as well as explore the functions of other genes during this critical stage of development.
Conclusion:
In conclusion, my study highlighted the importance of understanding the genetic factors that influence the development of organisms. By uncovering the role of the Spookier gene in fruit fly larvae, I hope to contribute to a broader understanding of developmental biology, which is essential for advancing our knowledge of genetics. This research helps understand the complex processes that govern fruit fly development. Soon, I will be sharing my results with the University of Indiana Bloomington, so they can record the results of RNAi of the spookier gene in their databases.
Limitations:
Given the nature of my lab, there are a few limitations that could have impacted the results of my study. First, I was unable to ensure that every offspring in the experimental group exhibited RNAi for the Spookier gene. Ensuring the presence of RNAi was outside the scope of this lab and would have required sequencing for the dsRNA, which could have interfered with the larvae. Additionally, I was unable to control for the health and age of the male flies before breeding. Research from the Berg Lab shows that health and age both impact the sperm quality and count of flies, which could have impacted the number of larvae offspring. To limit the effects of these limitations, the same number of flies, of similar age were bred together, to help ensure similar egg quantities. These methods give me the best chance for success to get an insight into the development of the embryo and larva stages, without requiring additional equipment.
Larvae who exhibit RNAi that seem to have failed to progress to the larvae stage
Larvae who exhibited RNAi often had a brown hue
The biggest roadblock I have encountered in this project has been changing my assay. When I first set out on this lab, I anticipated weighing each individual larvae. This would allow me to perform a weight assessment assay, where the weight of larvae is used as an indicator of their development. When I got to pre-trials, I found that the scales I had access to were not precise enough to weigh the larvae (See image to the right). In order to pivot, I had to spend several days divining into existing research in order to find an assay that could better fit my lab. I eventually landed on a paper that quantified the number of larvae offspring and used it as a method to gauge development. Following this study with some adaptations, I quantified the number of larvae offspring, which allowed me to still compare differences between the two groups and also to investigate if flies that exhibited RNAi for the Spookier gene had embryonic viability. Using the new assay, I was no longer able to consider each larva as a data point and had to adjust my stats test accordingly in order to look at the average number of larvae offspring.
Larvae who exhibited RNAi did not weigh enough to measure on the scale
TL;DR:
Explored RNAi effects on the Spookier gene in fruit fly embryos.
Found a significant decrease in larval offspring without affecting embryonic viability.
Methodology inspired by Dr. Rockwell's larval counting technique.
Results highlight the Spookier gene's role in larval development, not embryo survival.
Research contributes to understanding genetic influences in developmental biology.
Preparing to share findings with the University of Indiana Bloomington.
See a recap in the presentation to the right.