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Table 1 The detection efficiency and sensitivity of different methods in liquid biopsy

From: Liquid biopsy by analysis of circulating myeloma cells and cell-free nucleic acids: a novel noninvasive approach of disease evaluation in multiple myeloma

Method

Detection efficiency and sensitivity

Reference

Wright–Giemsa-stained blood smears

CMMCs were detected in approximately 14.1%–20.8% of patients with NDMM at diagnosis

[13, 14]

Slide-based immunofluorescence

Sensitivity: 0.01%

CMMCs were detected in 19.4%, 25%, and 80% of patients with MGUS, SMM, and NDMM, respectively

[15,16,17,18]

MFC (2-color: CD45 and CD38)

Sensitivity: 0.01%

CMMCs were detected in 20%, 40%, 73%–83.6%, and 38.6% of patients with MGUS, SMM, NDMM at diagnosis, and MM before ASCT, respectively

[17, 19,20,21,22]

MFC (5-color: CD38, CD138, CD45, CD19, and CD56)

Sensitivity: 0.01%

CMMCs were detected in approximately 69.2%–74.1%, 60.5%, 0%, and 14% of patients with NDMM at diagnosis, in PR, in CR, and at relapse, respectively

[23, 24]

MFC (6-color: CD38, CD138, CD45, CD19, cytoplasmic κ, and λ light chains)

Sensitivity: 20 cells/150,000 events (0.013%)

CMMCs were detected in 24%, approximately 51.4%–67%, approximately 19.3%–19.4%, and 62/145 of patients with SMM, NDMM before therapy, MM before ASCT, and MM at relapse, respectively

[25,26,27,28,29,30]

MFC (7-color: CD38, CD138, CD45, CD19, CD56, cytoplasmic κ, and λ light chains)

Sensitivity: 0.01%

CMMCs were detected in 60.1% and 18.8% of patients with NDMM at diagnosis and MM before ASCT, respectively

[31, 32]

2 tubes/MFC (7-color: CD38, CD138, CD45, CD19, CD56, cytoplasmic κ, and λ light chains)

Sensitivity: approximately 0.004%–0.0001%

CMMCs were detected in 119/191 (approximately 67%) of patients with NDMM at diagnosis

[33, 34]

Magnetic cell sorting (MACS) (CD38 or CD138) combined with MFC (5-color: CD38, CD138, CD45, CD19, and CD56)

Sensitivity: 0.001%

CMMCs were detected in 87.2%, approximately 83.7%–86%, approximately 5%–10%, and 85% of patients with NDMM at diagnosis, in PR, in CR, and at relapse, respectively

[23]

MACS (CD138) combined with MFC (6-color: CD38, CD138, CD45, CD19, CD56, and CD117)

CMMCs were detected in 55.5% and 28.6% of patients with MM with EM at diagnosis and NDMM without EM at diagnosis, respectively

[35]

MACS (CD138) combined with MFC (7-color: CD45, CD19, CD81, CD27, CD117, CD56, and CD200)

CMMCs were detected in 83.3% and 9.9% of patients with NDMM/MM at relapse and MM who achieved CR, respectively

[36]

NGF

(2-tube/8-color)

Sensitivity: 0.0001%

CMMCs were detected in approximately 92%–100%, 100%, 59%, 25%, 18%, 17%, and 100% of patients with NDMM at diagnosis, SMM, MGUS, macro focal MM, solitary plasmacytoma, MM who achieved CR/sCR, and relapsed/refractory multiple myeloma (RRMM), respectively

[6, 7, 37, 38]

CellSearch platform

CMMCs were detected in 98%, 93.7%, and approximately 56%–86% of patients with NDMM at baseline, intermediate/high-risk SMM, and MGUS, respectively

[39]

Epic platform

Sensitivity: one MM cell in 3*106 WBCs

[40]

CD138-coated microfluidic device (Herringbone-shaped)

Sensitivity: < 10 CMMCs/mL using 1-mL sample

[41]

CD138-coated microfluidic device (Sinusoidal-shaped)

CMMCs were detected in 78% of patients with MGUS and 100% of those with SMM and MM

[42]

ASO-PCR of IGH rearrangements

Sensitivity: 0.001%

CMMCs were detected in 13/16, 6/8, and 13/15 of patients with MGUS, SMM, and active MM, respectively

[4]

Real-time quantitative PCR of IGH rearrangements

Sensitivity: approximately 0.01%–0.001%

CMMCs were detected in 67%, 43%, 25%, and 73% of patients with NDMM at diagnosis, NDMM before HDT for ASCT, NDMM 3 months after HDT, and RRMM at the time of relapse, respectively

[5, 43]

LymphoSIGHT assay of IGH and IGK rearrangements

Sensitivity: well below 0.0001%

1. CMMCs were detected in 78% of patients with MM using DNA assay and 96% of patients with MM using DNA and RNA assays

2. ctDNA was detected in 83% of patients with MM using DNA assay

3. Tumor clones were detected in 98% of patients with MM using the combination of CMMCs and ctDNA

[44]

Ion Torrent of IGH rearrangements

Sensitivity: 0.001%

MM clones in cfDNA were detected in 100% of patients with MM at relapse

[12]

NGS of IGK and IGL rearrangements

MM clones in cfDNA were detected in 71.4% of patients with NDMM/MM at relapse and 22.2% of samples from MM who achieved CR. All ctDNA-detectable CR samples were from a patient with nonsecretory MM

[36]

NGS of IGH, IGK, and IGL rearrangements

CMMCs were detected in 71% of patients with MM at baseline. MM clones in cfDNA were detected in 100% of patients with MM at baseline. MM clones in CMMCs and/or cfDNA were detected in 91% and 41% of patients with MM with stable or progressive disease and MM with PR or better, respectively

[45]

ULP-WGS

Lower limit: TF ≥ 3%

In NDMM/RRMM, ≥ 3% TF was detected in 76% cfDNA samples and 100% CMMC samples; ≥ 10% TF was detected in approximately 24%–32% cfDNA samples and in 31% CMMC samples

In MGUS/SMM/NDMM/RRMM, ≥ 3% TF was detected in 58% cfDNA samples and 96% CMMC samples; ≥ 10% TF was detected in 17% cfDNA samples and 21% CMMC samples

[46,47,48]

LP-WGS

Lower limit: TF ≥ 5%

 ≥ 5% TF was detected in 62% of cfDNA samples from patients with RRMM, in 75% of cfDNA samples from patients with NDMM, and in none of cfDNA samples from patients with MM post-treatment

[49]