Table 1.

Clinical impact of noninvasive disease detection at distinct disease milestones in lymphoid malignancies

DiagnosisPrecancerous conditionDiagnosis/pretreatmentDuring therapyPosttreatment/surveillanceRelapse/progression
ALL  CTC or malignant BM cell: levels predict outcome before allo-SCT38,41,43,55   CTC or malignant BM cell: positivity predicts clinical outcome29-35,38-43,54,55 ; positivity predicts relapse39,56 ; positivity might guide treatment decisions33,35  Malignant BM cell: positivity identifies relapse39  
HL    ctDNA: positivity tends to predict clinical outcome66,68   
MM  CTC or malignant BM cell: genotyping defines clinical risk (eg, t(4:14))71 Autograft: positivity predicts clinical outcome82   Malignant BM cell: positivity predicts clinical outcome72,73,77-79 ; positivity pre-lenalidomide maintenance predicts clinical outcome78   
MCL  CTC or malignant BM cell: positivity before auto-SCT predicts survival87   CTC or malignant BM cell: positivity predicts clinical outcome85,86,88 ; detection might guide treatment decisions84   
CLL  CTC: genotyping defines clinical risk (eg, del(17p13), TP53)92,93 ; assessment might identify therapeutic targets (eg, del(17p13))92,93   CTC or malignant BM cell: levels predict clinical outcome68,94-99,103,104 ; dynamics predict relapse97   
FL Healthy PBMC: BCL2-IGH rearrangement levels >0.01% are associated with a 23-fold higher risk for malignant transformation112  ctDNA or malignant BM cells: levels correlate with clinical outcome122,132   CTC or malignant BM cells: positivity predicts clinical outcome116-120,125,127,129,131  CTC: positivity identifies relapse116  
DLBCL  ctDNA: levels correlate with tumor burden and PFS22,134,135 ; genotyping identifies COO subtypes22 ; profiling identifies DH and TH lymphomas22  ctDNA: profiling identifies resistant clones22,137 ; negativity after 2 cycles predicts PFS134  CTC or ctDNA: predicts relapse with 3-6 month lead time22,134,135 ; positivity predicts clinical outcome22,134  CTC or ctDNA: positivity identifies relapse22,134,135,137 ; profiling detects histological transformation22  
DiagnosisPrecancerous conditionDiagnosis/pretreatmentDuring therapyPosttreatment/surveillanceRelapse/progression
ALL  CTC or malignant BM cell: levels predict outcome before allo-SCT38,41,43,55   CTC or malignant BM cell: positivity predicts clinical outcome29-35,38-43,54,55 ; positivity predicts relapse39,56 ; positivity might guide treatment decisions33,35  Malignant BM cell: positivity identifies relapse39  
HL    ctDNA: positivity tends to predict clinical outcome66,68   
MM  CTC or malignant BM cell: genotyping defines clinical risk (eg, t(4:14))71 Autograft: positivity predicts clinical outcome82   Malignant BM cell: positivity predicts clinical outcome72,73,77-79 ; positivity pre-lenalidomide maintenance predicts clinical outcome78   
MCL  CTC or malignant BM cell: positivity before auto-SCT predicts survival87   CTC or malignant BM cell: positivity predicts clinical outcome85,86,88 ; detection might guide treatment decisions84   
CLL  CTC: genotyping defines clinical risk (eg, del(17p13), TP53)92,93 ; assessment might identify therapeutic targets (eg, del(17p13))92,93   CTC or malignant BM cell: levels predict clinical outcome68,94-99,103,104 ; dynamics predict relapse97   
FL Healthy PBMC: BCL2-IGH rearrangement levels >0.01% are associated with a 23-fold higher risk for malignant transformation112  ctDNA or malignant BM cells: levels correlate with clinical outcome122,132   CTC or malignant BM cells: positivity predicts clinical outcome116-120,125,127,129,131  CTC: positivity identifies relapse116  
DLBCL  ctDNA: levels correlate with tumor burden and PFS22,134,135 ; genotyping identifies COO subtypes22 ; profiling identifies DH and TH lymphomas22  ctDNA: profiling identifies resistant clones22,137 ; negativity after 2 cycles predicts PFS134  CTC or ctDNA: predicts relapse with 3-6 month lead time22,134,135 ; positivity predicts clinical outcome22,134  CTC or ctDNA: positivity identifies relapse22,134,135,137 ; profiling detects histological transformation22  

Role of PBMC, CTC, ctDNA, and BM cell profiling for detection of premalignant states in healthy individuals, identification of clinically relevant biomarkers, and prediction of outcome in lymphoid malignancies at distinct disease milestones.

COO, cell of origin; DH, double hit; DLBCL, diffuse large B-cell lymphoma; TH, triple hit.

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