While looking up estrogen and anxiety, running into some interesting research people really need to be more aware of:
https://www.sciencedaily.com/releases/2021/10/211028093308.htm
https://kops.uni-konstanz.de/server/api/core/bitstreams/6d3ac8b0-9dc7-4d16-9dcb-441776e70b43/content
https://pmc.ncbi.nlm.nih.gov/articles/PMC9673602/
tldr; Low estrogen (either due to more meds, where you are in your cycle or post-menopause) can very significantly have effect on your trauma and depression symptoms.