I don't know if this would make any difference, but it's worth asking them.
If you look at the research interests of college fellows in your subject (usually displayed on the college's website), you might get an idea of how keen they would be to take you on. They'll be the ones looking at your application, and perhaps acting as your college advisor, so if you work in a similar field that helps.