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•Incorporation of baseline CTCs, with TLG level in the PET/CT-based volumetric assessment, enhances the stratification of patients with TIE-MM.•Compared with only R-ISS, our combined model improved the predictive performance as it allocated patients in the R-ISS II category.

Introduction:Circulating clonal plasma cell (cCPC) is an easily obtained and non-invasive biomarker in multiple myeloma (MM), providing distinct prognostic information from the revised-international staging system (R-ISS). However, its prognostic relevance has been investigated primarily in transplant-eligible and clinical trial settings. Consequently, there is limited data on the impact of cCPC on outcomes and optimal cut-off values in transplant-ineligible (TIE) MM patients. Moreover, appropriate combinations to refine risk stratification, such as tumor burden measured by positron emission tomography-computed tomography (PET-CT), have yet to be fully explored.

Introduction:The international metabolic prognostic index (IMPI) is a recently proposed model that shows improved outcome prediction for patients with diffuse large B-cell lymphoma (DLBCL) compared to the International Prognostic Index (IPI) (Mikhaeel et al.). IMPI combines total metabolic tumor volume (TMTV) as continuous variables with clinical factors, allowing individualized prognosis estimation. However, the applicability of IMPI to routine clinical practice remains uncertain since the model construction was based on data from clinical trials. Furthermore, the comparison of the model performance between IMPI and the National Comprehensive Cancer Network IPI (NCCN-IPI) is not reported so far.

Introduction:High-dose methotrexate (HD-MTX) is an essential regimen for the treatment or prevention of central nervous system disease in hematologic malignancies. However, delayed MTX excretion is a major contributor to increased MTX toxicity and limits its use in populations such as younger individuals with good kidney function. Given the variable degrees of older age and poor renal function, there is a need to focus on developing a more precise predictive tool for delayed MTX excretion rather than avoiding HD-MTX treatment in all patients considered relatively high-risk. The aim of this study is to identify risk factors for delayed MTX excretion in adult patients with hematologic diseases and establish an applicable model for clinical practice.