| Literature DB >> 35117585 |
Ming Luo1, Huiming Yuan1, Cheng Long1, Ka Su1, Fu Li1, Jian Zeng1.
Abstract
BACKGROUND: This study aims to determine the incidence of N2- or N3-stage disease in a cohort of patients with T1-T2 invasive breast cancer and one or two positive sentinel lymph nodes (SLNs), and identify the risk factors for N2/3 disease in this cohort.Entities:
Keywords: Breast cancer; N2 or N3 stage; positive sentinel lymph nodes; risk factors
Year: 2020 PMID: 35117585 PMCID: PMC8799191 DOI: 10.21037/tcr.2020.03.28
Source DB: PubMed Journal: Transl Cancer Res ISSN: 2218-676X Impact factor: 1.241
Figure 1Flowchart for the patient selection. SLN, sentinel lymph node; ALND, axillary lymph node dissection.
Associations between clinicopathological characteristics and the N2/3 stage
| Variables | Total | N1 | N2/N3 | P value | χ2 (z) | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| No. | % | No. | % | No. | % | |||||
| Patients | 298 | N/A | 250 | 83.9 | 48 | 16.1 | N/A | N/A | ||
| Median age [range] | 51 [21–82] | N/A | 47 [21–82] | N/A | 48 [33–65] | N/A | 0.978 | −0.27 (z) | ||
| Maximal tumor diameter (cm) | 2.337±1.010 | N/A | 2.263±0.932 | N/A | 2.725±1.290 | N/A | 0.021 | 12.921 (F) | ||
| T stage | ||||||||||
| T1 | 156 | 52.3 | 139 | 89.1 | 17 | 10.9 | 0.010 | 6.576 (χ2) | ||
| T2 | 142 | 47.7 | 111 | 78.2 | 31 | 21.8 | ||||
| Pathological tumor type | 0.502 | 1.376 (χ2) | ||||||||
| Invasive ductal carcinoma | 291 | 97.7 | 243 | 83.5 | 48 | 16.5 | ||||
| Invasive lobular carcinoma | 4 | 1.3 | 4 | 100 | 0 | 0 | ||||
| Other | 3 | 1.0 | 3 | 100 | 0 | 0 | ||||
| Histological tumor grade | 0.192 | 4.731 (χ2) | ||||||||
| G1 | 24 | 8.1 | 22 | 91.7 | 2 | 8.3 | ||||
| G2 | 185 | 62.1 | 152 | 82.2 | 33 | 17.8 | ||||
| G3 | 55 | 18.4 | 44 | 80.0 | 11 | 20.0 | ||||
| N/A | 34 | 11.4 | 32 | 94.1 | 2 | 5.9 | ||||
| Lymphovascular invasion | 0.000 | 28.053 (χ2) | ||||||||
| Present | 93 | 31.2 | 65 | 69.9 | 28 | 30.1 | ||||
| Absent | 205 | 68.8 | 185 | 90.2 | 20 | 9.8 | ||||
| Multifocality | 0.084 | 2.992 (χ2) | ||||||||
| Multifocal | 27 | 9.1 | 19 | 70.4 | 8 | 29.6 | ||||
| Unifocal | 271 | 90.9 | 231 | 85.2 | 40 | 14.8 | ||||
| Surgery | 0.280 | 1.165 (χ2) | ||||||||
| Conservative | 81 | 27.2 | 71 | 87.7 | 10 | 12.3 | ||||
| Mastectomy | 217 | 72.8 | 179 | 82.5 | 38 | 17.5 | ||||
| ER status | 0.646 | 0.210 (χ2) | ||||||||
| Positive | 237 | 79.5 | 200 | 84.4 | 37 | 15.6 | ||||
| Negative | 61 | 20.5 | 50 | 82.0 | 11 | 18.0 | ||||
| PR status | 0.646 | 0.210 (χ2) | ||||||||
| Positive | 225 | 75.5 | 190 | 84.4 | 35 | 15.6 | ||||
| Negative | 73 | 24.5 | 60 | 82.2 | 13 | 17.8 | ||||
| HER-2/neu receptor status | 0.973 | 0.055 (χ2) | ||||||||
| Positive | 120 | 40.3 | 100 | 83.3 | 20 | 16.7 | ||||
| Negative | 166 | 55.7 | 140 | 84.3 | 26 | 15.7 | ||||
| N/A | 12 | 4.0 | 10 | 83.3 | 2 | 16.7 | ||||
| Ki-67 status | 0.112 | 2.522 (χ2) | ||||||||
| ≤20% | 152 | 51.0 | 130 | 85.5 | 22 | 14.5 | ||||
| >20% | 146 | 49.0 | 120 | 82.2 | 26 | 17.8 | ||||
| Subtype | 0.876 | 1.804 (χ2) | ||||||||
| Luminal A | 56 | 18.8 | 50 | 89.3 | 6 | 10.7 | ||||
| Luminal B1 | 91 | 30.5 | 75 | 82.4 | 16 | 17.6 | ||||
| Luminal B2 | 87 | 29.2 | 73 | 83.9 | 14 | 16.1 | ||||
| HER2 | 33 | 11.1 | 27 | 81.8 | 6 | 18.2 | ||||
| TNBC | 19 | 6.4 | 15 | 78.9 | 4 | 21.1 | ||||
| N/A | 12 | 4.0 | 10 | 83.3 | 2 | 16.7 | ||||
| Mean total SLNs | 3.899±1.872 | N/A | 3.940±1.871 | N/A | 3.687±1.881 | N/A | 0.393 | 0.855 (F) | ||
| No. of positive SLNs | 0.000 | 16.173 (χ2) | ||||||||
| 1 | 204 | 68.5 | 183 | 89.7 | 21 | 10.3 | ||||
| 2 | 94 | 31.5 | 67 | 71.3 | 27 | 28.7 | ||||
| No. of negative SLNs | 0.075 | 12.890 (χ2) | ||||||||
| 0 | 32 | 10.7 | 21 | 65.6 | 11 | 34.4 | ||||
| 1 | 66 | 22.2 | 54 | 81.8 | 12 | 18.2 | ||||
| 2 | 57 | 19.1 | 48 | 84.2 | 9 | 15.8 | ||||
| 3 | 64 | 21.5 | 60 | 93.7 | 4 | 6.3 | ||||
| 4 | 39 | 13.1 | 33 | 84.6 | 6 | 15.4 | ||||
| 5 | 14 | 4.7 | 12 | 85.7 | 2 | 14.3 | ||||
| 6 | 15 | 5.0 | 13 | 86.7 | 2 | 13.3 | ||||
| ≥7 | 11 | 3.7 | 9 | 81.8 | 2 | 18.2 | ||||
| Metastatic SLN ratio | 0.000 | 18.593 (χ2) | ||||||||
| ≤0.5 | 245 | 82.2 | 216 | 88.2 | 29 | 11.8 | ||||
| >0.5, ≤1 | 53 | 17.8 | 34 | 64.2 | 19 | 35.8 | ||||
N/A, not applicable; ER, estrogen receptor; PR, progesterone receptor; TNBC, triple-negative breast cancer; SLN, sentinel lymph node.
Multivariable logistic-regression analysis for the diagnosis of N2/3 disease
| Variables | B | S.E. | Wald | df | Sig. | Exp (B) |
|---|---|---|---|---|---|---|
| Step 1a | ||||||
| LVI | 1.321 | 0.343 | 14.802 | 1 | 0.000 | 3.748 |
| T stage | 0.729 | 0.353 | 4.265 | 1 | 0.039 | 2.074 |
| Positive SLNs | 1.079 | 0.358 | 9.110 | 1 | 0.003 | 2.943 |
| Metastatic SLN ratio | 1.239 | 0.666 | 3.463 | 1 | 0.063 | 3.452 |
| Constant | −4.698 | 0.658 | 51.004 | 1 | 0.000 | 0.009 |
a, variable(s) entered in step 1: LVI, T stage, positive SLNs, metastatic SLN ratio. LVI, lymphovascular invasion; SLN, sentinel lymph node; S.E., standard error; df, degree of freedom; Sig., significance.
Figure 2Receiver operating characteristic (ROC) analysis of the model with T stage, lymphovascular invasion, and the number of positive sentinel lymph nodes as variables (n=298). The cut-off point of probability in the ROC analysis was 0.115 (area under the curve, 0.760; sensitivity, 83.3%; specificity, 61.2%; P<0.0001).
Multivariable logistic-regression analysis for the diagnosis of N2/3 disease
| Variables | B | S.E. | Wald | df | Sig. | Exp (B) |
|---|---|---|---|---|---|---|
| Step 1a | ||||||
| LVI | 1.287 | 0.345 | 13.937 | 1 | 0.000 | 3.622 |
| Maximal tumor diameter | 0.318 | 0.157 | 4.089 | 1 | 0.043 | 1.375 |
| Positive SLNs | 1.064 | 0.357 | 8.850 | 1 | 0.003 | 2.897 |
| Metastatic SLN ratio | 1.241 | 0.668 | 3.449 | 1 | 0.063 | 3.459 |
| Constant | −5.053 | 0.741 | 46.467 | 1 | 0.000 | 0.006 |
a, variable(s) entered in step 1: LVI, maximal tumor diameter, positive SLNs, metastatic SLN ratio. LVI, lymphovascular invasion; SLN, sentinel lymph node; S.E., standard error; df, degree of freedom; Sig., significance.
Figure 3Receiver operating characteristic (ROC) analysis of the model, including the maximal tumor diameter, lymph vascular invasion, and the number of positive sentinel lymph nodes as variables (n=298) The cut-off point of probability in the ROC analysis was 0.116 (area under the curve, 0.760; sensitivity, 89.6%; specificity, 57.2%; P<0.0001).
Figure 4Rates of N2/3 disease in patients with 0–3 risk factors. The risk factors included the following: (I) T2 stage; (II) lymphovascular invasion; (III) the number of positive sentinel lymph nodes.