This exploratory Phase II single-arm clinical trial is designed to evaluate the efficacy, safety, and immune reconstitution effects of a novel delayed fixed-duration BTK inhibitor (BTKi) induction followed by BCL-2 inhibitor combination regimen in previously untreated chronic lymphocytic leukemia (CLL)/small lymphocytic lymphoma (SLL) patients, with risk-stratified post-treatment management based on TP53/del(17p) status.Scientific RationaleCLL/SLL is a mature B-cell clonal proliferative neoplasm, where traditional chemoimmunotherapy has limited efficacy and high toxicity in high-risk populations with del(17p)/TP53 mutations. The current treatment paradigm has shifted to targeted therapies, with BTKi + BCL-2i combination as a first-line strategy. However, existing BCL-2i-based fixed-duration regimens have a grade ≥3 treatment-emergent adverse event (TEAE) incidence of 45%-80%, primarily hematological toxicities and infections. Prior clinical evidence shows that 12 cycles of BTKi monotherapy induction before combination therapy (the "brake" regimen) reduces infection risk compared to alternating chemoimmunotherapy + BTKi regimens, and 12 months of BTKi monotherapy increases T-cell receptor diversity, correlating with better clinical response and lower infection rates in relapsed/refractory CLL. This supports that extending BTKi induction before fixed-duration BCL-2i combination may optimize immune reconstitution, improving safety and long-term disease control.The study uses two investigational agents: zanubrutinib, a next-generation highly selective BTKi with higher BTK target selectivity and fewer off-target effects (e.g., lower cardiovascular adverse event risk vs. first-generation ibrutinib) compared to ibrutinib, approved in China for relapsed/refractory CLL/SLL and mantle cell lymphoma (MCL); and sonrotoclax, a highly selective BCL-2 inhibitor that restores mitochondrial apoptosis in CLL cells, with monotherapy showing 80.5% ORR and 26.8% CR/CRi rate in BTKi-pretreated high-risk relapsed/refractory CLL, and zanubrutinib + sonrotoclax combination achieving 92% 48-week uMRD rate and 100% 30-month PFS rate in treatment-naïve CLL/SLL. Study Design and PopulationThe study will consecutively enroll approximately 60 treatment-naïve CLL/SLL subjects meeting the 2025 Chinese CLL/SLL Diagnosis and Treatment Guidelines criteria, stratified into two groups:High-risk group (n=20): With 17p deletion (del17p) and/or TP53 mutationLow-risk group (n=40): Without del17p and/or TP53 mutationLow-risk group: Discontinue all treatment and enter observational follow-upHigh-risk group: Receive zanubrutinib monotherapy maintenance until disease progressionThis protocol is designed to systematically evaluate whether the delayed BCL-2i combination after extended BTKi induction improves MRD clearance, reduces toxicity, and optimizes long-term outcomes in treatment-naïve CLL/SLL, with tailored post-treatment management for high-risk populations to address their higher relapse risk.