Skip to main content

Table 2 Univariate and multivariate analysis for pCR-score and important factors

From: Deep learning-based predictive biomarker of pathological complete response to neoadjuvant chemotherapy from histological images in breast cancer

Factors

Univariate analysis

Multivariate analysisa

Multivariate analysisb

OR (95% CI)

P

OR (95% CI)

P

OR (95% CI)

P

pCR-score

3.516 (2.003–6.173)

< 0.001

–

–

4.045 (1.822–8.980)

0.001

Subtypes

–

< 0.001

–

0.003

–

0.084

 HR +/HER2-

1

1

1

1

1

1

 HR +/HER2 + 

8.939 (1.861–42.944)

0.006

8.049 (1.484–43.664)

0.016

2.899 (0.395–21.282)

0.295

 HR-/HER2 −

5.900 (1.041–33.477)

0.045

4.798 (0.733–31.387)

0.102

2.327 (0.262–20.671)

0.449

 HR-/HER2 + 

32.778 (7.031–152.815)

< 0.001

21.497 (4.089–113.00)

< 0.001

12.923 (1.783–93.638)

0.011

sTILs density

–

0.002

–

0.041

–

0.060

 Low

1

1

1

1

1

1

 Moderate

7.673 (2.302–25.581)

0.001

5.374 (1.311–22.021)

0.019

8.256 (1.404–48.546)

0.020

 High

14.250 (2.143–94.741)

0.006

9.206 (0.939–90.247)

0.057

7.379 (0.511–106.471)

0.142

T stage

0.754 (0.290–1.962)

0.563

1.515 (0.428–5.356)

0.519

2.219 (0.487–10.119)

0.303

Ki67

4.571 (0.571–36.610)

0.152

1.166 (0.116–11.737)

0.897

1.859 (0.142–24.352)

0.636

Nuclear grade

1.987 (0.753–5.240)

0.165

1.024 (0.283–3.708)

0.971

1.076 (0.233–4.956)

0.926

  1. aMultivariate analysis excluding the pCR-score
  2. bMultivariate analysis including the pCR-score