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Kidney transplants are the most common type of organ transplant globally. While immunosuppressants targeting the adaptive immune systems have been successful in improving short-term outcomes, the role of the innate immune system is relatively less studied, and has come under attention as a potential driver of the inflammation causing poor long-term outcomes. In this thesis, sparse statistical meth
