This study is for subjects that have been diagnosed with mantle cell lymphoma. The purpose of this study is to compare continuous treatment with zanubrutinib to treatment with zanubrutinib that is stopped after the initial six 28-day cycles of chemotherapy and restarted at the first time your disease gets worse following the initial six 28-day cycles of chemotherapy. The subject may remain in the study for up to 10 years.