| Literature DB >> 23029254 |
Nakul Saxena1, Mikael Hartman, Cheng-Har Yip, Nirmala Bhoo-Pathy, Lay Wai Khin, Nur Aishah Taib, Lai-Meng Looi, Siew-Eng Lim, Soo-Chin Lee, Helena M Verkooijen.
Abstract
INTRODUCTION: Lymph node ratio (LNR, i.e. the ratio of the number of positive nodes to the total number of nodes excised) is reported to be superior to the absolute number of nodes involved (pN stage) in classifying patients at high versus low risk of death following breast cancer. The added prognostic value of LNR over pN in addition to other prognostic factors has never been assessed.Entities:
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Year: 2012 PMID: 23029254 PMCID: PMC3454359 DOI: 10.1371/journal.pone.0045809
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Patient, tumor characteristics and treatment along with the unadjusted Hazard Ratio for all cause mortality.
| Variable | N (%) | Unadjusted HR (95% CI) | P value of unadjusted HR |
|
| <0.001 | ||
| Median (Range) | 50 (22 to 87) | ||
| <40 years | 225 (14.2%) | 1 | |
| 40 to 49 years | 569 (35.8%) | 0.7 (0.5 to 0.9) | |
| 50 to 59 years | 470 (29.6%) | 1.0 (0.8 to 1.3) | |
| ≥60 years | 325 (20.5%) | 1.2 (0.9 to 1.6) | |
|
| 0.76 | ||
| 1990–2000 | 521 (32.8%) | 1 | |
| 2001–2007 | 1068 (67.2%) | 1.0 (0.8 to 1.2) | |
|
| <0.001 | ||
| Kuala Lumpur | 1015 (63.8) | 1 | |
| Singapore | 574 (26.2%) | 0.4 (0.3 to 0.5) | |
|
| 0.005 | ||
| Chinese | 1064 (67.0%) | 1 | |
| Malay | 303 (19.1%) | 1.2 (1.0 to 1.5) | |
| Indian | 176 (11.1%) | 1.5 (1.1 to 1.9) | |
| Other | 46 (2.9%) | 0.8 (0.4 to 1.6) | |
|
| <0.001 | ||
| Negative | 662 (44.0%) | 1 | |
| Positive | 844 (56.0%) | 0.5 (0.4 to 0.7) | |
| Unknown | 83 | 0.8 (0.5 to 1.1) | |
|
| <0.001 | ||
| Negative | 596 (45.7%) | 1 | |
| Positive | 706 (54.3%) | 0.4 (0.3 to 0.6) | |
| Unknown | 287 | 0.8 (0.6 to 1.0) | |
|
| <0.001 | ||
| Low | 89 (6.2%) | 0.4 (0.2 to 0.7) | |
| Moderate | 699 (49.1%) | 1 | |
| High | 635 (44.6%) | 1.4 (1.1 to 1.6) | |
| Unknown | 166 | 1.0 (0.7 to 1.4) | |
|
| <0.001 | ||
| ≤2 cm | 381 (26.0%) | 0.5 (0.4 to 0.7) | |
| 2.1–5 cm | 868 (59.3%) | 1 | |
| >5 cm | 214 (14.6%) | 1.6 (1.3 to 2.0) | |
| Unknown | 126 | 0.8 (0.6 to 1.1) | |
|
| <0.001 | ||
| No | 430 (26.9%) | 1 | |
| Yes | 1159 (72.9%) | 0.7 (0.5 to 0.8) | |
|
| <0.001 | ||
| No | 246 (15.5%) | 1 | |
| Yes | 1343 (84.5%) | 0.5 (0.4 to 0.6) | |
|
| <0.001 | ||
| No | 560 (35.2%) | 1 | |
| Yes | 1029 (64.8%) | 0.5 (0.4 to 0.6) | |
|
| 0.151 | ||
| Median | 15 | ||
| 1–3 | 18 (1.1%) | 1.8 (0.9 to 3.3) | |
| 4–9 | 249 (15.7%) | 1.0 (0.8 to 1.2) | |
| ≥10 | 1322 (83.2%) | 1 | |
|
| <0.001 | ||
| Median | 3 | ||
| 1–3 | 879 (55.2%) | 1 | |
| 4–9 | 447 (28.1%) | 1.7 (1.4 to 2.1) | |
| ≥10 | 263 (16.7%) | 3.3 (2.6 to 4.1) | |
|
| <0.001 | ||
| Median | 0.22 | ||
| 0.01–0.2 | 758 (47.7%) | 1 | |
| 0.201–0.65 | 574 (36.1%) | 1.5 (1.2 to 1.8) | |
| 0.651–1 | 257 (16.2%) | 3.6 (2.9 tp 4.5) |
indicates valid proportions have been calculated (i.e., not considering unknown).
Survival probabilities and Hazard Ratios for all cause mortality by pN classification and LNR.
| Variable | N (%) | N of deaths | 5 year Survival Probability (95% CI) | Unadjusted HR (95% CI) | Adjusted HR (95% CI) | c statistic (95% CI) |
|
| 0.72 (0.70 to 0.75) | |||||
| pN1 | 879 (55.2%) | 256 | 79.0% (75.6% to 82.4%) | 1 | 1 | |
| pN2 | 447 (28.1%) | 198 | 65.0% (59.0% to 71.0%) | 1.7 (1.4 to 2.1) | 1.9 (1.5 to 2.3) | |
| pN3 | 263 (16.7%) | 151 | 48.0% (43.2% to 52.8%) | 3.3 (2.6 to 4.1) | 3.0 (2.4 to 3.7 | |
|
| 0.73 (0.71 to 0.76) | |||||
| Low ≤0.20 | 758 (47.7%) | 213 | 79.0% (75.4% to 82.6%) | 1 | 1 | |
| Intermediate >0.20 to ≤0.65 | 574 (36.1%) | 228 | 70.0% (65.2% to 74.8%) | 1.5 (1.2 to 1.8) | 1.5 (1.2 to 1.9) | |
| High >0.65 | 257 (16.2%) | 164 | 43.0% (33.0% to 53.0%) | 3.6 (2.9 to 4.5) | 3.2 (2.6 to 4.0) |
Model A is adjusted for: age, radiotherapy, surgery type, grade and tumor size and pN stage and stratified by ER Status. Model B is adjusted for: age, radiotherapy, surgery type, grade and tumor size and LNR and stratified by ER Status. Both models were internally validated using bootstrap resampling.
Risk reclassification table at 3 years of follow up based on models including pN stage and LNR respectively.
| As per model A (with pN) | |||||
| Low risk of death | Intermediate riskof death | High risk of death | Total | ||
| For patients withthe event (Dead) | Low risk of death | 127 | 24 | 151 | |
| Intermediate risk of death | 23 | 335 | 25 | 383 | |
| High risk of death | 6 | 65 | 21 | ||
| Total | 150 | 365 | 90 | 605 | |
|
| |||||
| For patients without theevent (alive) | Low risk of death | 405 | 45 | 450 | |
| Intermediate risk of death | 48 | 396 | 8 | 452 | |
| High risk of death | 4 | 16 | 20 | ||
| Total | 453 | 445 | 24 | 922 | |
Net Reclassification Index (NRI) = 3.2% (p value 0.08). Patients are categorized into risk categories of death based on their individual survival probabilities obtained from models A and B such that a patient with a high survival probability is categorized into the ‘low risk of death’ group and so on.
Subgroup analysis to check the added prognostic value of LNR over pN within specific subgroups.
| Patients ≥60 years of age at diagnosis (N = 325) | |||||
| N (%) | N Death (%) | Unadj HR (95% CI) | Adj HR | C statistic (95% CI) | |
|
| 0.75 (0.70 to 0.81) | ||||
| pN1 | 175 (53.8%) | 53 (36.3%) | 1 | 1 | |
| pN2 | 89 (27.4%) | 51 (34.9%) | 2.8 (1.8 to 4.1) | 2.7 (1.8 to 4.1) | |
| pN3 | 61 (18.8%) | 42 (28.8%) | 4.2 (2.7 to 6.3) | 4.2 (2.6 to 6.7) | |
|
| 0.76 (0.71 to 0.80) | ||||
| Low ≤0.20 | 147 (45.2%) | 44 (30.1%) | 1 | 1 | |
| Intermediate >0.20 to ≤0.65 | 112 (34.5%) | 51 (34.9%) | 1.6 (1.0 to 2.4) | 1.8 (1.1 to 2.7) | |
| High >0.65 | 66 (20.3) | 51 (34.9%) | 5.2 (3.4 to 7.8) | 4.5 (2.8 to 7.0) | |
|
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|
|
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|
| |
|
| 0.84 (0.80 to 0.87) | ||||
| pN1 | 339 (51.2%) | 100 (36.0%) | 1 | 1 | |
| pN2 | 206 (31.1%) | 106 (38.1%) | 2.0 (1.5 to 2.6) | 2.0 (1.5 to 2.7) | |
| pN3 | 117 (17.7%) | 72 (25.9%) | 3.1 (2.3 to 4.3) | 3.0 (2.1 to 4.1) | |
|
| 0.85 (0.81 to 0.88) | ||||
| Low ≤0.20 | 304 (45.9%) | 93 (33.6%) | 1 | 1 | |
| Intermediate >0.20 to ≤0.65 | 233 (35.2%) | 95 (33.9%) | 1.4 (1.0 to 1.9) | 1.5 (1.1 to 2.0) | |
| High >0.65 | 125 (18.9%) | 90 (32.5%) | 3.7 (2.7 to 4.9 | 3.5 (2.5 to 4.8) | |
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|
|
| |
|
| 0.76 (0.72 to 0.80) | ||||
| pN1 | 320 (50.4%) | 109 (40.1%) | 1 | 1 | |
| pN2 | 180 (28.3%) | 84 (30.9%) | 1.6 (1.2 to 2.1) | 1.7 (1.2 to 2.3) | |
| pN3 | 135 (21.3%) | 79 (29.0%) | 2.6 (1.9 to 3.5) | 2.6 (1.9 to 3.5) | |
|
| 0.76 (0.72 to 0.81) | ||||
| Low ≤0.20 | 286 (45.0%) | 100 (36.9%) | 1 | 1 | |
| Intermediate >0.20 to ≤0.65 | 229 (36.1%) | 94 (34.7%) | 1.3 (1.0 to 1.7) | 1.4 (1.1 to 1.8) | |
| High >0.65 | 120 (18.9%) | 77 (28.4%) | 2.9 (2.1 to 3.1) | 2.7 (2.0 to 3.7) | |
Model adjusted for age at diagnosis, chemotherapy, radiotherapy, surgery type, grade and tumor size and stratified by ER status.
Model adjusted for age at diagnosis, chemotherapy, surgery type and tumor size.
Model adjusted for age at diagnosis, chemotherapy, radiotherapy, surgery type and tumor size and stratified by ER status. All models were internally validated using bootstrap resampling.