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Thrombocytopenia and leukopenia are associated with increased risks of bleeding, infection, treatment delay, and poor clinical outcomes. Their pathogenesis is multifactorial, comprising hypersplenism\u2010related sequestration, decreased synthesis of hematopoietic growth factors, such as thrombopoietin, bone marrow suppression, immune\u2010mediated destruction, and systemic inflammation. This review summarizes the current understanding of the mechanisms underlying cytopenias in CLD and discusses available therapeutic strategies, including platelet transfusion, spleen\u2010targeted interventions, thrombopoietin\u2010based treatments, thrombopoietin receptor agonists, and granulocyte colony\u2010stimulating factor. Particular attention is given to the efficacy and safety profiles of these treatment modalities and their potential risks, such as thromboembolic events due to thrombopoietin receptor agonists. Importantly, effective management of cytopenias in CLD should be tailored based on disease severity, etiology of cirrhosis, dominant pathophysiological mechanisms, thrombotic risk, and the urgency of invasive procedures. Integrating these factors into clinical decision\u2010making may improve the outcomes of patients and optimize treatment choices. Future studies should focus on risk\u2010stratified treatment algorithms, long\u2010term safety of emerging agents, and combination therapeutic strategies.<\/jats:p>","DOI":"10.1002\/jgh3.70421","type":"journal-article","created":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T04:13:08Z","timestamp":1779336788000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Personalized Management of Cytopenias in Chronic Liver Disease: From Pathophysiology to Treatment Strategies"],"prefix":"10.1002","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0805-0646","authenticated-orcid":false,"given":"Xiaoxiao","family":"Wang","sequence":"first","affiliation":[{"name":"The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine)  Hangzhou Zhejiang 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