It has been found that ALK is the primary marker applied for diagnosing and predicting tumors in T-cell lymphomas using liquid biopsy, demonstrating the significance of MRD application for anaplastic large cell lymphoma. The gene discussed is ALK; the disease is anaplastic large cell lymphoma.