Subset a table based on a column and another vector

So I have a table of values and one of the columns is patient_number. I have another vector of patient numbers I want to get information about from the table.

How do I subset the table based on the second vector that I have? I want the resulting subset to be in the same order of the subseting vector.

Thanks!