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. 2023 Mar 14;12(9):10243–10253. doi: 10.1002/cam4.5751

TABLE 5.

Logistic regression analysis for clinical factors associated with predicting lung or liver involvement.

Univariate Multivariate
Variable Factor N/% OR (95%CI) p‐value OR (95%CI) p‐value
Sex Male 76 (58.9%) Ref Ref
Female 53 (41.1%) 1.37 (0.61, 3.07) 0.44
Age Mean ± SD [Range] 67.74 ± 10.67 [38, 94] 1.01 (0.97,1.05) 0.522
Ethnicity White 98 (76%) Ref Ref
Hispanic 12 (9.3%) 1.73 (0.43, 6.05) 0.407
Other 19 (14.7%) 1.60 (0.51, 4.56) 0.396
CA19‐9 ≤37 16 (14.7%) Ref Ref
>37 93 (85.3%) 0.49 (0.16, 1.73) 0.239
Smoker Never 70 (57.9%) Ref Ref
Current/Prior 51 (42.1%) 0.83 (0.35, 1.89) 0.6532
Alcohol Never 40 (33.1%) Ref Ref
Current/Prior 81 (66.9%) 0.72 (0.31, 1.70) 0.4390
Diabetes No 104 (80.6%) Ref Ref
Yes 25 (19.4%) 1.23 (0.44, 3.19) 0.681
Pancreatic cyst No 126 (97.7%) Ref Ref
Yes 3 (2.3%) 1.53 (0.07, 16.53) 0.731
Hyperlipidemia No 80 (62%) Ref Ref Ref Ref
Yes 49 (38%) 2.30 (1.02, 5.25) 0.0445 1.44 (0.47, 4.38) 0.5191
Invasion a No 24 (21.1%) Ref Ref
Yes 90 (78.9%) 2.14 (0.73, 7.89) 0.1995
Tumor location a Head 80 (63.0%) Ref Ref
Body and Tail 45 (35.4%) 1.25 (0.53, 2.90) 0.601
Diffuse 2 (1.6%) 5.98 (NA, INF) 0.989
Tumor differentiation a Highly Differentiated 3 (3.3%) Ref Ref Ref Ref
Undifferentiated or Poorly 51 (56.7%) 0.19 (0.01, 2.12) 0.1879 0.23 (0.01, 2.76) 0.2595
Moderately 36 (40%) 0.05 (0.00, 0.60) 0.0236 0.06 (0.00, 0.85) 0.0448
Lymph node status a Unknown 70 (54.3%) Ref Ref
0 17 (13.2%) 0.21 (0.01, 1.16) 0.1456
1–3 24 (18.6%) 2.4 (0.89, 6.48) 0.0799
≥4 18 (14.0%) 1.30 (0.37, 4.04) 0.6628
Resectability a Resectable 23 (18.1%) Ref Ref
Locally Advanced 25 (19.7%) 1.52 (0.46, 5.20) 0.4898
Metastatic 79 (62.3%) 0.49 (0.17, 1.48) 0.1898
Tumor stage a 1 7 (5.7%) Ref Ref
2 21 (17.2%) 1.88 (0.32, 15.25) 0.506
3 18 (14.0%) 1.60 (0.26, 13.32) 0.631
4 76 (62.3%) 0.47 (0.09, 3.53) 0.397

Note: All the variables in univariable analysis with p‐values <0.05 were considered statistically significant and were further analyzed using a multivariable analysis. OR, odds ratio. OR >1 would denote greater probability of predicting lung metastasis and < 1 would denote lower probability of predicting lung involvement.

a

These variables reported above are tumor characteristic from initial pathology and imaging findings. Invasion refers to vascular and/or perineural invasion.