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Apparent diffusion coefficient measurements of bone marrow infiltration patterns in multiple myeloma for the assessment of tumor burden – a feasibility study Cover

Apparent diffusion coefficient measurements of bone marrow infiltration patterns in multiple myeloma for the assessment of tumor burden – a feasibility study

By: Xing Xiong,  Yuzhu Ma,  Yao Dai,  Chunhong Hu and  Yu Zhang  
Open Access
|Nov 2023

Figures & Tables

FIGURE 1.

Five bone marrow infiltration patterns of multiple myeloma patients and healthy controls: pure diffuse pattern (A, B), combined diffuse/focal pattern (C, D), focal pattern (E, F), salt and pepper pattern (G, H), normal pattern (I, J), healthy control (K, L). T1 weighted(WI) image (A, C, E, G, I, K), T2WI FS image (B, D, F, H, J, L).
Five bone marrow infiltration patterns of multiple myeloma patients and healthy controls: pure diffuse pattern (A, B), combined diffuse/focal pattern (C, D), focal pattern (E, F), salt and pepper pattern (G, H), normal pattern (I, J), healthy control (K, L). T1 weighted(WI) image (A, C, E, G, I, K), T2WI FS image (B, D, F, H, J, L).

FIGURE 2.

ROC curve analysis of discriminating multiple myeloma (MM) infiltration patterns of D from N by quantitative parameters of apparent diffusion coefficient (ADC).D = pure diffuse pattern; N = normal pattern
ROC curve analysis of discriminating multiple myeloma (MM) infiltration patterns of D from N by quantitative parameters of apparent diffusion coefficient (ADC).D = pure diffuse pattern; N = normal pattern

FIGURE 3.

ROC curve analysis of discriminating multiple myeloma (MM) infiltration patterns of N from healthy controls by quantitative parameters of apparent diffusion coefficient (ADC).N = normal
ROC curve analysis of discriminating multiple myeloma (MM) infiltration patterns of N from healthy controls by quantitative parameters of apparent diffusion coefficient (ADC).N = normal

FIGURE 4.

ROC curve analysis of discriminating healthy controls from multiple myeloma (MM) infiltration bone marrow by quantitative parameters of apparent diffusion coefficient (ADC).
ROC curve analysis of discriminating healthy controls from multiple myeloma (MM) infiltration bone marrow by quantitative parameters of apparent diffusion coefficient (ADC).

FIGURE 5.

Correlation analysis of bone marrow plasma cell ratio and mean apparent diffusion coefficient (ADCmean) values of diffuse infiltration patterns (N and D) in multiple myeloma (MM) patients.D = pure diffuse pattern; N = normal pattern
Correlation analysis of bone marrow plasma cell ratio and mean apparent diffusion coefficient (ADCmean) values of diffuse infiltration patterns (N and D) in multiple myeloma (MM) patients.D = pure diffuse pattern; N = normal pattern

Beta-2 microglobulin (β2-MG) characteristics of multiple myeloma (MM) patients with different magnetic resonance imaging (MRI) infiltration patterns

MRI patternβ2-MGa (mg/L)P

DMFSPN
D9.3 ± 8.8 > 0.05< 0.05< 0.05< 0.05
M10.7 ± 13.9 < 0.05< 0.05< 0.05
F4.4 ± 5.2 > 0.05> 0.05
SP2.9 ± 1.5 > 0.05
N3.6 ± 2.4

The laboratory data of patients

CharacteristicsNumber / mean ± standard deviation
MM subtypea
  lgG-K28
  lgG-λ21
  IgA-K8
  lgA-λ11
  IgM-K1
  K5
  λ19
ISS stagea
  I/ II/ III18/ 48/ 27
R-ISS stagea
  I/ II/ III14/ 63/ 16
FISHa
  HRC/SRC20 / 73
Plasma cells in BM (%)b34.4 ± 22.3
Serum M proteinb36.6 ± 23.7
Hemoglobinb93.3 ± 23.1
Serum β2-MGb6.6 ± 8.5
Serum creatinineb127.3 ± 143.3
LDHb197.9 ± 115.1

Hemoglobin characteristics of multiple myeloma (MM) patients with different magnetic resonance imaging (MRI) infiltration patterns

MRI patternHaemoglobina (g/L)P

DMFSPN
D77.0 ± 19.5 > 0.050.0010.014< 0.001
M88.9 ± 21.1 > 0.05> 0.050.009
F100.8 ± 17.8 > 0.05> 0.05
SP97.6 ± 20.0 > 0.05
N106.7 ± 23.8

Serum M protein characteristics of multiple myeloma (MM) patients with different magnetic resonance imaging (MRI) infiltration patterns

MRI patternM proteina (g/L)P

DMFSPN
D46.9 ± 27.6 > 0.05> 0.05> 0.05< 0.05
M49.8 ± 18.9 > 0.05> 0.05> 0.05
F33.4 ± 20.8 > 0.05> 0.05
SP40.3 ± 18.8 < 0.05
N19.9 ± 16.9

Plasma cells characteristics of multiple myeloma (MM) patients with different magnetic resonance imaging (MRI) infiltration patterns

MRI patternplasma cellsa (%)P

DMFSPN
D46.9 ± 20.1 > 0.05> 0.05< 0.05< 0.001
M50.3 ± 23.1 < 0.05< 0.05< 0.001
F34.9 ± 17.8 > 0.05< 0.05
SP18.8 ± 8.3 < 0.05
N15.7 ± 11.2
DOI: https://doi.org/10.2478/raon-2023-0048 | Journal eISSN: 1581-3207 | Journal ISSN: 1318-2099
Language: English
Page range: 455 - 464
Submitted on: Jun 1, 2023
Accepted on: Jul 22, 2023
Published on: Nov 30, 2023
Published by: Association of Radiology and Oncology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2023 Xing Xiong, Yuzhu Ma, Yao Dai, Chunhong Hu, Yu Zhang, published by Association of Radiology and Oncology
This work is licensed under the Creative Commons Attribution 4.0 License.