| Literature DB >> 22006374 |
Jianli Wang1, Xiuli Xiao, Jianmin Wang, Naazneen Iqbal, Laurie Baxter, Kristin A Skinner, David G Hicks, Steven I Hajdu, Ping Tang.
Abstract
BACKGROUND: Breast-conserving therapy (BCT) is an accepted therapeutic option for most breast cancer patients. However, mastectomy is still performed in 30-50% of patients undergoing surgeries. There is increasing interest in preservation of the nipple and/or areola in hopes of achieving improved cosmetic and functional outcomes; however, the oncologic safety of nipple-areolar complex (NAC) preservation is a major concern. We sought to identify the predictive factors for NAC involvement in breast cancer patients.Entities:
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Year: 2011 PMID: 22006374 PMCID: PMC3309146 DOI: 10.1245/s10434-011-2107-3
Source DB: PubMed Journal: Ann Surg Oncol ISSN: 1068-9265 Impact factor: 5.344
Clinicopathologic features of breast cancer in the current study
| Characteristic | Value |
|---|---|
| Total cases | 787 |
| Types of tumors in breast | |
| DCIS | 197 |
| IDC | 488 |
| ILC | 63 |
| IDC + ILC | 22 |
| LCIS | 13 |
| Phyllodes tumor | 3 |
| Myofibroblastic sarcoma | 1 |
| Mean patient age, y | 56.88 |
| Mean tumor size (invasive) (cm) | 2.3084 |
| Mean tumor size (in situ) (cm) | 2.8021 |
| Positive lymph node/total cases | 246/646 (30%) |
| Tumors in NAC | 75/787 (9.53%) |
Nipple lesions observed clinically, grossly, and microscopically
| Lesion | Clinical | Gross | Microscopic |
|---|---|---|---|
| Total no. | 7 | 21 | 75 |
| Mammary Paget disease | 7 (100%) | 12 (57%) | 25 (33%) |
| DCIS | 0 | 1 (4.5%) | 17 (23%) |
| IDC | 0 | 5 (24%) | 15 (20%) |
| LCIS | 0 | 2 (10%) | 11 (15%) |
| Lymphatic involvement | 0 | 1 (4.5%)a | 4 (5%) |
| ILC | 0 | 0 | 3 (4%) |
aIn this case, the tumor was 3.8 cm, grossly abutting the NAC; thus, it was grossly noted as NAC involvement. Under the microscope, the only finding from the two sections (perpendicular sections of the nipple and the shaved section of areolar) was lymphovascular invasion
Comparison of NAC-negative and NAC-positive cases of breast cancer
| Characteristic | NAC negative (712 cases) | NAC positive (75 cases) |
|
|---|---|---|---|
| Age, year (787 cases) | 712 cases | 75 cases | 0.8532 |
| <40 (77 cases) | 92% | 8% | |
| 40–60 (417 cases) | 90% | 10% | |
| >60 (293 cases) | 90% | 10% | |
| Tumor location (771 cases) | 696 cases | 75 cases | <0.0001 |
| 1 quadrant (382 cases) | 96% | 4% | |
| 2 quadrants (200 cases) | 92% | 9% | |
| 3 quadrants (30 cases) | 90% | 10% | |
| 4 quadrants (35 cases) | 66% | 34% | |
| Central (124 cases) | 79% | 21% | |
| Tumor type (787 cases) | 712 cases | 75 cases | 0.4574 |
| DCIS (197 cases) | 90% | 10% | |
| IDC (488 cases) | 91% | 9% | |
| ILC (54 cases) | 89% | 11% | |
| IDC + ILC (31 cases) | 81% | 19% | |
| LCIS (13 cases) | 92% | 8% | |
| Phyllodes tumor (3 cases) | 100% | 0% | |
| Myofibroblastic SA (1 case) | 100% | 0% | |
| Multifocality (784 cases) | 708 cases | 76 cases | 0.1658 |
| No (629 cases) | 91% | 9% | |
| Yes (155 cases) | 88% | 12% | |
| Size-invasive tumors (769 cases) | 701 cases | 68 cases | 0.0014 |
| < 1 cm (301 cases) | 92% | 8% | |
| 1 to < 2 cm (161 cases) | 93% | 7% | |
| 2 to 5 cm (214 cases) | 93% | 7% | |
| > 5 cm (93 cases) | 80% | 20% | |
| Size of in situ tumors (741 cases) | 672 cases | 69 cases | 0.0032 |
| <1 cm (232 cases) | 94% | 6% | |
| 1 to < 2 cm (125 cases) | 90% | 10% | |
| 2 to 5 cm (261 cases) | 92% | 8% | |
| > 5 cm (123 cases) | 81% | 18% | |
| Histologic grade (473 cases) | 429 cases | 44 cases | 0.0192 |
| 1 (129 cases) | 96% | 4% | |
| 2 (181 cases) | 91% | 9% | |
| 3 (163 cases) | 87% | 14% | |
| Nuclear grade (632 cases) | 573 cases | 59 cases | 0.0184 |
| 1 (98 cases) | 96% | 4% | |
| 2 (290 cases) | 92% | 8% | |
| 3 (244 cases) | 87% | 13% | |
| Estrogen receptor (512 cases) | 462 cases | 50 cases | 0.9334 |
| Negative (131 cases) | 89% | 11% | |
| Positive (381 cases) | 91% | 9% | |
| Progesterone receptor (511 cases) | 461 cases | 50 cases | 0.2588 |
| Negative (175 cases) | 87% | 13% | |
| Positive (336 cases) | 92% | 8% | |
| HER2 overexpression (466 cases) | 423 cases | 43 cases | 0.0137 |
| Equivocal (1 case) | 100% | 0% | |
| Negative (387 cases) | 93% | 7% | |
| Positive (78 cases) | 82% | 18% | |
| Lymph node status (646 cases) | 579 cases | 67 cases | 0.0331 |
| Negative (399 cases) | 366 (92%) | 33 (8%) | |
| Positive (247 cases) | 213 (86%) | 34 (14%) |
Logistic regression to predict NAC involvement by tumorsa
| Parameter | Estimate | Standard error | Wald χ2 |
|
|---|---|---|---|---|
| Intercept | −4.0670 | 0.6599 | 37.9797 | <0.0001 |
| Two-quadrant involvement | 1.2319 | 0.5478 | 5.0574 | 0.0245 |
| Three-quadrant involvement | 1.1669 | 1.1390 | 1.0494 | 0.3056 |
| Four-quadrant involvement | 3.2843 | 0.6635 | 24.5053 | <0.0001 |
| Central location | 2.2656 | 0.5148 | 19.3679 | <0.0001 |
| HER2 positive | 0.7979 | 0.4398 | 3.2918 | 0.0696 |
| Nuclear grade 2 | 0.1695 | 0.6163 | 0.0757 | 0.8732 |
| Nuclear grade 3 | 0.0013 | 0.6208 | 1.1348 | 0.2867 |
aIntercept = log(P/(1 − P)) for a reference patient. The reference patient is defined as the patient having zero on all of the variables. In our case, the reference patient is the patient with a tumor that has one quadrant involvement, no central location, negative for HER2 overexpression, and a nuclear grade of one. Thus, in our case, −4.0670 = log(P/(1 − P)) where P = 1.68%. It means for a reference patient, her chance of NAC involvement is 1.68%. P indicates the probability of the NAC involvement
Probability of NAC involvement by logistic regression modela
| Tumor location | HER2 | Nuclear G | Probability (%) |
|---|---|---|---|
| 1 quadrant | − | 1 | 1.7 |
| 1 quadrant | − | 2 | 2.0 |
| 1 quadrant | − | 3 | 3.2 |
| 1 quadrant | + | 1 | ND |
| 1 quadrant | + | 2 | 4.3 |
| 1 quadrant | + | 3 | 6.9 |
| 2 quadrants | − | 1 | 5.6 |
| 2 quadrants | − | 2 | 6.5 |
| 2 quadrants | − | 3 | 10.2 |
| 2 quadrants | + | 1 | 11.5 |
| 2 quadrants | + | 2 | 13.4 |
| 2 quadrants | + | 3 | 20.2 |
| 3 quadrants | − | 1 | ND |
| 3 quadrants | − | 2 | 6.1 |
| 3 quadrants | − | 3 | 9.6 |
| 3 quadrants | + | 1 | ND |
| 3 quadrants | + | 2 | 12.6 |
| 3 quadrants | + | 3 | 19.1 |
| 4 quadrants | − | 1 | 31.4 |
| 4 quadrants | − | 2 | 35.1 |
| 4 quadrants | − | 3 | 47.0 |
| 4 quadrants | + | 1 | ND |
| 4 quadrants | + | 2 | ND |
| 4 quadrants | + | 3 | 66.3 |
| Central | − | 1 | 14.2 |
| Central | − | 2 | 16.4 |
| Central | − | 3 | 24.2 |
| Central | + | 1 | ND |
| Central | + | 2 | 30.3 |
| Central | + | 3 | 41.5 |
ND no data (the data set does not include this kind of cancer, so its probability cannot be predicted)
a1xbeta = (−4.0670 + location + HER2 + nuclear grade); probability of NAC involvement = [exp(xbeta)/(1 + exp(xbeta))]