Project Title: Poses and Programs for Behavior: Deconstructing and Classifying Action Patterns in Adult Zebrafish, Danio Rerio
BASIS Advisor: Dr. Elizabeth Pittman
Internship Location: Georgetown University Center
Onsite Mentor: Dr. Jagmeet Kanwal
How do individual fins contribute to the overall motion of a fish? What role does genetics play in behavior? To answer these questions, a series of experiments must be conducted to develop a more thorough understanding of how particular genes (specifically the Shank3 mutation gene in Zebrafish) translate to behavior. Behavior is, by nature, qualitative. For this reason, one of the largest problems in behavior studies has been the quantification of behavior. Past projects have attempted to develop a methodology to resolve this error but have not achieved a high level of accuracy. This is mostly due in part because of the technology available at the time. Until recently, tracking softwares was inaccurate and only tracked a single point on the animal. As a result, researchers could not study their subjects in a multi-dimensional manner, instead being forced to evaluate complex behaviors from a single point. This is inherently fallacious as animal behavior unfolds as a sequence of multiple muscle contractions, propelling different body parts and possibly the whole animal through space. Thus, past methodologies are not powerful enough to measure complex behavior patterns. Consequently, the goals of this project will be to conduct and analyze these experiments in a multi-dimensional manner, refine an algorithm I developed last summer to optimize it for future use, and develop a deeper understanding of the relationship between genes and behavior.
My Posts
Final Blog Post
Welcome to my final blog post! These past few months have been exciting. Over the course of my senior project, I not only learned more about the field of neuroscience and motor behavior but also about the scientific process and how to extract insights from data. These past few months, I have gone from having […]
Finishing Presentation and Deliverable
Welcome back to my senior project blog! It’s hard to believe that my Senior Project is almost over. This week I focused on wrapping up my final deliverable: a research paper that I could submit for publication in a journal. I had been working on different parts of this paper for the past month so […]
Finalizing Deliverable
These past few weeks have been busy! I have been focused on conducting different tests with the collected data to try and achieve new insights. I first created a new spreadsheet consisting of all of the parameters (Total Distance Travelled, Mean Velocity, Mean Vector of Turning Angle, etc.) calculated for different time intervals (300ms, 500ms, […]
Results
I started the week off by building additional figures for the “Results” section of the paper. I exported the raw x-y coordinates from the tracking program into R and started designing new figures like a plot of the entire movement of the fish for the five minute tracking period. Another figure I designed was a […]
Building Visualizations
This was a busy week! I focused on refining the figures for the paper. I started out by working on plotting the trajectories of the zebrafish’s motion. Since I do not have access to the computer in the lab, I had to configure the tracking program on my own computer. While I ran into some […]
Paper Writing
Welcome back! This week I focused on writing the “Materials and Methods” portion of the paper. I started out by going through my notes and saving important details. I then proceeded to write the section. Trying to convey all of the details of the experiment in a succinct manner was difficult but gave me a […]
Analysis and Insight
Welcome back to my senior project blog! I started the week by classifying the motor patterns of the Shank3 zebrafish. Mutations on the autism-linked Shank3 gene lead to distinct social and movement patterns. By determining the differences between normal zebrafish and those with the Shank3 mutation, more can be understood regarding the function of this […]
Putting It All Together
Welcome back! I started out the week by classifying the motor patterns of the wild-type zebrafish. I then went through this classification to write up a data summary that showed the frequencies of each motor pattern for each time we tested (300ms, 500ms, 1000ms, 2000ms). After I classified the motor patterns, I worked on creating […]
Delving Deeper
Welcome back! Due to the coronavirus outbreak, I can no longer go on site for my Senior Project and have been working from home. This week I focused on refining the method by which we calculated zebrafish behaviors. Dr. Kanwal and I talked through the entire methodology from tracking the fish to detecting distinct motor […]
Preparations
Welcome back! This has been a busy week. On Monday, I reviewed the past work I had done on my project. Going over old code and diagrams, I realized that I needed to spend some time brushing up on R and the tools I will be using. I spent Tuesday reviewing my notes and running […]
Introduction: Poses and Programs for Behavior
Hello! My name is Bhavjeet Sanghera and I am a senior at BASIS Independent McLean. My interest in neuroscience was first sparked in AP Psychology where I saw how microscopic connections in the brain translated into intricate behaviors that I could witness. I was enthralled by the sheer complexity of this process and sought to […]