This week I continued working with the ICSBCS sequencing datasets. We also got access to the docker image of the deconvolution package we plan to use for immune cell fraction analysis. We still have few WGS and RNAseq datasets to analyze. We shortlisted a few samples which have both WGS and RNA datasets for own downstream analyses. We are also interested to integrate H&E stained image data in our data analysis. So I spent sometime with Dr. Newman's group members trying to identify the samples which already have H&E data and samples for which we need to capture the H&E images. On the experimental front we are trying to collect more samples to run trovo experiments wherein we capture, isolate and culture T cells and tumor cells. We then run sequencing experiments to understand T cell activity in these samples (the TCR seq library we submitted for sequencing a few days back is also a part of this analysis). Overall it was a heavy week in the lab!
This week, I dedicated my time to working on my immersion research project. As the immersion program draws to a close, I find myself reflecting on the incredible journey I've had over the past weeks. This experience has been an opportunity for me to learn and grow, both personally and professionally. I feel I have gained a deeper understanding of the intersection between clinical practice and engineering, and how the two fields can collaborate to improve patient care.
One of the most valuable aspects of this immersion was the chance to observe and understand how clinicians work on a day-to-day basis. It was fascinating to see the tools and technologies that doctors use to assist in surgeries and decision-making processes. From tumor localization techniques to surgical planning tools, it was inspiring to witness firsthand how these innovations directly contribute to improving patient outcomes. This exposure has made me realize just how essential it is for engineers to think about the practical applications of their work in a clinical setting. Understanding the challenges and needs of clinicians can lead to the development of technologies that truly make a difference in patient care.
In addition to observing the technical aspects, I also learned a great deal about the human side of medicine. It was enlightening to see how breast cancer surgeries are performed and how clinicians explain treatment options to patients. I was particularly moved by how doctors take the time to walk patients through their surgery and treatment options, discussing the pros and cons of each. I also gained a better understanding of how multidisciplinary teams collaborate to make informed decisions about the best course of action for each patient. This collaborative approach emphasizes the importance of clear communication, empathy, and shared decision-making in healthcare.