| Literature DB >> 34702877 |
Mads Gustaf Jørgensen1,2,3, Anne Pernille Hermann4, Anette Riis Madsen4, Steffanie Christensen4, Jens Ahm Sørensen5.
Abstract
Precise staging of breast cancer-related lymphedema (BCRL) is important to guide treatment-decision making. Recent studies have suggested staging of BCRL using indocyanine green lymphangiography (ICG-L) based on the extent of lymphatic injury and dermal backflow patterns. Currently, the benefits of ICG-L compared to conventional clinical staging are unknown. For this study, we included 200 patients with unilateral BCRL. All BCRL patients were staged using ICG-L and clinical exam. The amounts of excess arm volume, fat mass and lean mass were compared between stages using Dual Energy X-Ray Absorptiometry. Multivariate regression models were used to adjust for confounders. For each increase in the patient's ICG-L stage, the excess arm volume, fat mass and lean mass was increased by 8, 12 and 6.5 percentage points respectively (P < 0.001). For each increase in the patient's clinical ISL stage, the volume was increased by 3.5 percentage points (P < 0.05), however no statistically significant difference in the lean and fat mass content of the arm was observed for ascending stages. However, the residual plots showed a high degree of variance for both ICG-L and clinical staging. This study found that ICG-L staging of BCRL was superior to clinical staging in forecasting BCRL excess arm volume, fat mass, and lean mass. However, there was a high degree of variance in excess arm volume, fat mass, and lean mass within each staging system, and neither the ICG-L nor clinical staging forecasted perfectly.Entities:
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Year: 2021 PMID: 34702877 PMCID: PMC8548291 DOI: 10.1038/s41598-021-00396-2
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1This figure shows the flowchart of the include patients.
Demographic and characteristics of included patients.
| Variables | Data distribution | All patients (n = 200) |
|---|---|---|
| Age (years) | Mean ± SD | 59.46 ± 10.05 |
| BMI (kg/m2) | Median (IQR) | 27.44 (7.27) |
| In a relationship (yes) | N (%) | 140 (70.00%) |
| Employed (yes) | N (%) | 117 (58.50%) |
| Radiation therapy (yes) | N (%) | 187 (93.50%) |
| Chemotherapy (yes) | N (%) | 167 (83.92%) |
| Endocrine therapy (yes) | N (%) | 158 (80.20%) |
| Lymph nodes removed (N) | Median (IQR) | 17 (8) |
| Mastectomy (yes) | N (%) | 107 (53.50%) |
| Post-mastectomy reconstruction (yes) | N (%) | 48 (44.86%) |
| N (%) | 21 (19.63%) | |
| N (%) | 15 (14.02%) | |
| N (%) | 12 (11.21%) | |
| Lymphedema latency (years) | Median (IQR) | 0.67 (1.43) |
| Lymphedema duration (years) | Median (IQR) | 4.40 (5.52) |
| Lymphedema volume (mL) | Mean ± SD | 216.98 ± 216.75 |
| Lymphedema volume (%) | Mean ± SD | 22.71 ± 22.91 |
| Lymphedema in dominant arm (yes) | N (%) | 95 (47.50%) |
| A previous episode of cellulitis (yes) | N (%) | 68 (34.34%) |
| Compression sleeve (yes) | N (%) | 175 (87.50%) |
| Compression gauntlet (yes) | N (%) | 122 (61.00%) |
| Night compression (yes) | N (%) | 63 (31.50%) |
| Pneumatic compression device (yes) | N (%) | 39 (19.50%) |
This table shows the baseline characteristics of the included patients. N = number, IQR = interquartile range.
SD standard deviation.
Figure 2This figure shows the distribution of excess arm volume, fat and lean mass in lymphedema patients stratified by clinical ISL and lymphangiography staging. (A) Excess volume and ISL stage. (B) Excess volume and ICG stages. (C) Excess fat mass and ISL stage (D) Excess fat ass and ICG stages. (E) Excess lean mass and ISL stage (F) Excess lean mass and ICG stages. Black horizontal dotted lines denote 25%, 50%, and 75%. The red striped line denotes the mean excess volume, fat and lean mass for the study. *P-value < 0.05. **P-value < 0.001.
Clinical lymphedema stage and excess volume, fat mass, and lean mass.
| Clinical International Society of Lymphology stage | |||||||
|---|---|---|---|---|---|---|---|
| Arm composition | Stage 0 (n = 15) | Stage 1 (n = 36) | Stage 2a (n = 96) | Stage 2b (n = 51) | Stage 3 (n = 2) | Multivariate linear regression | |
| Mean ± SD | Mean ± SD | Mean ± SD | Mean ± SD | Mean ± SD | Coefficient (95%CI) | ||
| Volume (%) | 2.00 ± 7.77 | 7.52 ± 10.51 | 36.01 ± 22.83 | 13.71 ± 16.09 | 42.98 ± 24.52 | 3.64 (0.09; 7.21) | = 0.04 |
| Fat mass (%) | 2.38 ± 17.21 | 9.72 ± 27.83 | 21.55 ± 34.58 | 30.48 ± 31.10 | 48.38 ± 66.06 | 7.23 (− 0.48; 14.95) | = 0.07 |
| Lean mass (%) | 2.44 ± 18.36 | 8.31 ± 23.16 | 35.37 ± 27.77 | 3.72 ± 21.26 | 79.57 ± 82.86 | 2.95 (− 17.61; 23.53) | = 0.77 |
This table shows the association between clinical lymphedema stage and excess volume, fat mass, and lean mass. The multivariate regression model was adjusted for age, BMI, arm dominance, lymphedema duration, and lymphedema latency. N = number of patients at each stage.
SD standard deviation.
Indocyanine green lymphangiography stage and excess volume, fat mass, and lean mass.
| Indocyanine green lymphangiography stage | ||||||||
|---|---|---|---|---|---|---|---|---|
| Arm composition | Stage 0 (n = 11) | Stage 1 (n = 11) | Stage 2 (n = 31) | Stage 3 (n = 65) | Stage 4 (n = 77) | Stage 5 (n = 5) | Multivariate linear regression | |
| Mean ± SD | Mean ± SD | Mean ± SD | Mean ± SD | Mean ± SD | Mean ± SD | Coefficient (95%CI) | ||
| Volume (%) | 4.38 ± 6.6 6 | 10.04 ± 6.64 | 10.16 ± 7.27 | 21.49 ± 12.88 | 24.38 ± 14.65 | 14.34 ± 9.52 | 8.15 (5.68; 10.63) | < 0.001 |
| Fat mass (%) | 2.38 ± 17.21 | 9.72 ± 27.83 | 21.55 ± 34.58 | 30.48 ± 31.10 | 48.38 ± 66.06 | 49.79 ± 34.27 | 11.96 (6.28; 17.63) | < 0.001 |
| Lean mass (%) | 6.37 ± 20.41 | 15.30 ± 22.48 | 1.23 ± 24.39 | 20.38 ± 27.86 | 31.14 ± 31.69 | 16.15 ± 27.91 | 6.56 (3.15; 9.98) | < 0.001 |
This table shows the association between lymphangiography lymphedema stage and excess volume, fat mass, and lean mass. The multivariate regression model was adjusted for age, BMI, arm dominance, lymphedema duration, and lymphedema latency. N = number of patients at each stage.
SD standard deviation.
Figure 3This figure shows the residuals of predicted minus observed excess volume, fat, and lean mass by (A) ISL stage and (B) ICG stage.
Indocyanine green lymphangiography and clinical lymphedema staging contingency.
| Indocyanine Green Lymphangiography stage | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 (n = 11) | 1 (n = 11) | 2 (n = 31) | 3 (n = 65) | 4 (n = 77) | 5 | ||||||||
| International Society of Lymphology stage | 0 (n = 15) | 5 | 33.33% | 1 | 6.67% | 6 | 40.00% | 1 | 6.67% | 1 | 6.67% | 1 | 6.67% |
| 45.45% | 9.09% | 19.35% | 1.69% | 1.30% | 20.00% | ||||||||
| 1 (n = 36) | 4 | 11.11% | 6 | 16.67% | 7 | 19.44% | 9 | 25.00% | 10 | 27.78 | 0 | 0.00% | |
| 36.36% | 54.55% | 22.58% | 13.85% | 12.99 | 0.00% | ||||||||
| 2a (n = 96) | 0 | 0.00% | 1 | 1.04% | 4 | 4.16% | 37 | 38.54% | 52 | 54.17% | 2 | 2.08% | |
| 0.00% | 9.09% | 12.90% | 56.92% | 67.53% | 40.00% | ||||||||
| 2b (n = 51) | 2 | 3.92% | 3 | 5.88% | 14 | 27.45% | 18 | 35.29% | 12 | 23.53 | 2 | 2.08% | |
| 18.18% | 27.27% | 45.16% | 27.69% | 15.58% | 40% | ||||||||
| 3 (n = 2) | 0 | 0.00% | 0 | 0.00% | 0 | 0.00% | 0 | 0.00% | 2 | 100% | 0 | 0.00% | |
| 0.00% | 0.00% | 0.00% | 0.00% | 2.60% | 0.00% | ||||||||
This table shows the contingency between the Indocyanine Green Lymphangiography stage and the International Society of Lymphology stage. N = number of patients at each stage.