Table 3 Risk factors for ALN identified by univariate and multivariate logistic regression.

From: Development and validation of a novel nomogram predicting axillary lymph node metastasis among breast cancer patients in Egypt

Variables

Univariate analysis

Multivariate analysis

OR (95% CI)

P value

OR (95% CI)

P value

Quadrant

< 0.001

  

Central region

Reference

Reference

Axillary tail

6.999 (4.192–11.685)

< 0.001

4.648 (2.248–9.611)

< 0.001

Multiple sites

3.310 (1.852–5.918)

< 0.001

2.629 (1.118–6.183)

0.027

UOQ

1.495 (1.089–2.054)

< 0.013

1.785 (1.121–2.842)

0.015

LOQ

0.980 (0.573–1.674)

0.940

0.701 (0.314–1.568)

0.388

UIQ

0.491 (0.294–0.820)

0.007

0.771 (0.369–1.613)

0.490

LIQ

0.862 (0.521–1.425)

0.563

1.532 (0.748–3.141)

0.244

Histological grade

0.038

 

0.422

1

Reference

Reference

2

2.255 (1.147–4.435)

0.018

0.734 (0.277–1.947)

0.534

3

2.549 (1.245–5.221)

0.011

0.981 (0.342–2.809)

0.971

Multifocality

< 0.001

 

0.621

Single

Reference

Reference

Bifocal

1.445 (0.969–2.155)

0.071

1.122 (0.624–2.019)

0.700

Multifocal

2.273 (1.643–3.144)

< 0.001

1.278 (0.769–2.123)

0.343

Tumor size

< 0.001

 

0.002

T1 (≤ 2 cm)

Reference

Reference

T2 (2 – 5 cm)

2.148 (1.656– 2.786)

< 0.001

1.594 (1.088–2.334)

0.017

T3 & T4

5.817 (3.329–10.162)

< 0.001

3.936 (1.745–8.879)

0.001

Molecular subtype

0.033

 

< 0.001

HR+/HER2-

Reference

Reference

HR+/HER2+ 

1.107 (0.758–1.618)

0.598

0.847 (0.484–1.483)

0.562

HR/HER2+

1.254 (0.786–2.001)

0.342

0.668 (0.314–1.420)

0.295

TNBC

0.624 (0.436–0.893)

0.01

0.273 (0.154–0.484)

< 0.001

LVI

Negative

Reference

Reference

Positive

5.608 (4.383–7.175)

< 0.001

3.836 (2.713–5.423)

< 0.001

Skin involvement

Negative

Reference

Reference

Positive

2.038 (1.279–3.248)

0.003

0.954 (0.450–2.021)

0.902

Nipple involvement

Negative

Reference

Reference

Positive

2.470 (1.457–4.187)

0.001

1.686 (0.772–3.682)

0.190

Axillary sonography

Reactive LN

Reference

Reference

Pathological Features

34.254 (24.80–47.298)

< 0.001

27.740 (19.269–39.936)

< 0.001

  1. Hosmer and Lemeshow Test (P = 0.722), Cox and Shell R Square (0.477), Nagelkerke R Square (0.641).