Table 2 Multivariable Cox analysis of disease-free survival in validation cohort 1

From: Whole slide image based deep learning refines prognosis and therapeutic response evaluation in lung adenocarcinoma

 

Validation cohort 1 (n = 705)

 

Univariable

Multivariablea

Multivariableb

Variables

HR (95% CI)

P

HR (95% CI)

P

HR (95% CI)

P

Age (continuous)

1.00 (0.98–1.01)

0.417

    

Sex (male vs. female)

1.10 (0.82–1.44)

0.551

    

Smoke (yes vs. no)

1.21 (0.86–1.70)

0.275

    

Location (left vs. right)

0.92 (0.70–1.23)

0.586

    

Surgery (lobectomy vs. sublobar resection)

1.61 (0.99–2.62)

0.054

0.76 (0.46–1.25)

0.279

0.75 (0.46–1.23)

0.258

EGFR mutation (positive vs. negative)

0.81 (0.61–1.08)

0.151

    

KRAS mutation (positive vs. negative)

1.31 (0.81–2.13)

0.277

    

VPI (present vs. absent)

2.17 (1.63–2.90)

<0.001

1.12 (0.82–1.53)

0.466

1.09 (0.80–1.49)

0.575

STAS (present vs. absent)

2.09 (1.58–2.76)

<0.001

0.99 (0.72–1.34)

0.922

1.01 (0.74–1.37)

0.965

LVI (present vs. absent)

1.96 (1.40–2.75)

<0.001

0.96 (0.67–1.37)

0.825

0.98 (0.69–1.40)

0.918

IASLC grade

 II vs. I

14.13 (3.41–58.65)

<0.001

13.17 (3.16–54.96)

<0.001

13.54 (3.24–56.52)

<0.001

 III vs. I

37.77 (9.36–152.50)

<0.001

26.99 (6.50–112.13)

<0.001

25.69 (6.19–106.63)

<0.001

TNM stage

 II vs. I

2.25 (1.42–3.57)

0.001

1.59 (0.98–2.57)

0.061

1.67 (1.03–2.71)

0.037

 III vs. I

5.83 (4.31–7.90)

<0.001

4.04 (2.83–5.76)

<0.001

4.22 (2.95–6.05)

<0.001

Adjuvant chemotherapy (yes vs. no)

1.91 (1.45–2.52)

<0.001

0.82 (0.60-1.13)

0.219

0.77 (0.56–1.07)

0.117

WSI-based score (high risk vs. low risk)

1.95 (1.46–2.62)

<0.001

  

1.82 (1.35–2.44)

<0.001

  1. EGFR epidermal growth factor receptor, KRAS Kirsten rat sarcoma viral oncogene, VPI visceral pleural invasion, STAS spread through air space, LVI lymph-vascular invasion, IASLC International Association for the Study of Lung Cancer, WSI whole slide image, HR hazard ratio, CI confidence interval, DFS disease-free survival.
  2. aMultivariable model without incorporating the model defined low- and high-risk groups.
  3. bMultivariable model with incorporating the model defined low- and high-risk groups.