Utility of CT to Differentiate Pancreatic Parenchymal Metastasis from Pancreatic Ductal Adenocarcinoma
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Patients
2.2. CT Protocol
2.3. Image Analysis
2.4. Statistical Analysis
3. Results
3.1. Results of Descriptive Statistics
3.2. Results of Univariable Analysis
3.3. Results of Multivariable Analysis and Nomogram
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A. Tumor Staging in 34 Patients with Pancreatic Ductal Adenocarcinoma
Primary tumor (T) | |
T1 | 3 (3/34; 9%) |
T2 | 8 (8/34; 24%) |
T3 | 13 (13/34; 38%) |
T4 | 10 (10/34; 29%) |
Regional lymph nodes (N) | |
N0 | 15 (15/34; 44%) |
N1 | 14 (14/34; 41%) |
N2 | 5 (5/34; 15%) |
Distant metastases (M) | |
M0 | 26 (26/34; 76%) |
M1 | 8 (8/34; 24%) |
Stage * | |
Stage IA | 3 (3/34; 9%) |
Stage IB | 5 (5/34; 15%) |
Stage IIA | 3 (3/34; 9%) |
Stage IIB | 9 (9/34; 26%) |
Stage III | 6 (6/34; 18%) |
Stage IV | 8 (8/34; 23%) |
Note. * Staging was performed according to according to the American Joint Committee on Cancer. |
Appendix B. Imaging Variables Used for Image Analysis on CT in 34 Patients with Pancreatic Parenchyma Metastasis and 34 Patients with Pancreatic Ductal Adenocarcinoma
Quantitative Variables | Qualitative Variables |
Largest tumor diameter (mm) | Tumor location (head, body, tail) Tumor shape (round, oval) Tumor margins (well or ill-defined contours) Tumor capsule (yes, no) Tumor content (purely solid, cystic, mixed) Internal necrosis (yes, no) Tumor enhancement (yes, no) Homogeneous tumor enhancement (yes, no) Tumor enhancement on arterial phase * (>, =, <) Maximal tumor enhancement (arterial, portal) Tumor enhancement on portal phase * (>, =, <) Tumor calcification (yes, no) Wirsung duct enlargement (yes, no) Upstream pancreatic atrophy Vascular involvement (yes, no) Segmental portal hypertension (yes, no) Hepatic metastases (yes, no) Bile duct dilatation (yes, no) Visible lymph nodes (yes, no) Direct adjacent organ involvement (yes, no) Mesenteric panniculitis (yes, no) Ascites (yes, no) |
Note. Tumor enhancement was compared to that of apparently normal pancreatic parenchyma. |
Appendix C. Interobserver Agreement for Categorical Data in 34 Patients with Pancreatic Parenchyma Metastases
Variable | κ Value | 95% CI | Rating of Agreement |
Tumor oval shape | 0.822 | 0.631–1 | Almost perfect |
Well-defined tumor margins | 0.717 | 0.458–0.975 | Substantial |
Tumor capsule | 1 | 1–1 | Perfect |
Solid content | 0.820 | 0.580–1 | Almost perfect |
Internal necrosis | 0.883 | 0.726–1 | Almost perfect |
Tumor enhancement | 100% * | * | * |
Homogeneous tumor enhancement | 0.822 | 0.631–1 | Almost perfect |
Hyperattenuating tumor on arterial phase | 0.933 | 0.803–1 | Almost perfect |
Maximal tumor enhancement on arterial phase | 0.820 | 0.625–1 | Almost perfect |
Hypo/isoattenuating tumor on portal phase | 100% * | * | * |
Tumor calcification | 1 | 1–1 | Perfect |
No Wirsung duct enlargement | 0.766 | 0.455–1 | Substantial |
No upstream pancreatic atrophy | 0.766 | 0.455–1 | Substantial |
No vascular involvement | 0.837 | 0.622–1 | Almost perfect |
Segmental portal hypertension | 1 | 1–1 | Perfect |
Hepatic metastases | 1 | 1–1 | Perfect |
No bile duct dilatation | 1 | 1–1 | Perfect |
No visible lymph nodes | 0.850 | 0.650–1 | Almost perfect |
Direct adjacent organ involvement | 1 | 1–1 | Perfect |
Mesenteric panniculitis | 1 | 1–1 | Perfect |
Ascites | 1 | 1–1 | Perfect |
Note. CI indicates confidence interval. The Cohen Kappa test was used. The rating was as follows: κ values of 0.00, poor; 0.00–0.20, slight; 0.21–0.40, fair; 0.41–0.60, moderate; 0.61–0.80, substantial; 0.81–0.99, almost perfect; 1, perfect. * indicates 100% agreement with no calculation of kappa value. No Wirsung duct enlargement corresponds to Wirsung duct diameter ≤4 mm. |
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Variable | All Patients (n = 68) | PPM Group (n = 34) | PDAC Group (n = 34) | p Value |
---|---|---|---|---|
Age (years) | 0.995 * | |||
Mean ± SD | 63.5 ± 9.5 | 63.3 ± 10.2 | 63.6 ± 8.9 | |
(median; Q1, Q3) | (64; 57, 70) | (64; 57, 70) | (64.5; 57, 71) | |
(range) | (40–82) | (40–82) | (40–82) | |
Gender | 1 ‡ | |||
Men | 44 (44/68; 65%) | 22 (22/34; 65%) | 22 (22/34; 65%) | |
Women | 24 (24/68; 35%) | 12 (12/34; 35%) | 12 (12/34; 35%) | |
Histopathological diagnosis | 0.609 ‡ | |||
Percutaneous biopsy | 45 (45/68; 66%) | 24 (24/34; 71%) | 21 (21/34; 62%) | |
Surgical biopsy | 23 (23/68; 34%) | 10 (10/34; 29%) | 13 (13/34; 38%) | |
Surgical resection | (23/68; 34%) | 10 (11/34; 29%) | 13 (13/34; 38%) | 0.609 ‡ |
Variable | TP | FP | FN | TN | Sensitivity (%) | Specificity (%) | Accuracy (%) |
---|---|---|---|---|---|---|---|
Tumor shape (round) | 15 | 9 | 19 | 25 | 44 (15/34) (27–62) | 74 (25/34) (56–87) | 59 (40/68) (46–71) |
Well-defined tumor margins | 23 | 7 | 11 | 27 | 68 (23/34) (49–83) | 79 (27/34) (62–91) | 74 (50/68) (61–84) |
Tumor capsule | 4 | 2 | 30 | 32 | 12 (4/34) (3–27) | 94 (32/34) (80–99) | 53 (36/68) (40–65) |
Purely solid content | 27 | 24 | 7 | 10 | 79 (27/34) (62–91) | 29 (10/34) (15–47) | 54 (37/68) (42–67) |
No internal necrosis/hemorrhage | 14 | 17 | 20 | 17 | 41 (14/34) (25–59) | 50 (17/34) (32–68) | 46 (31/68) (33–58) |
Tumor enhancement | 34 | 34 | 0 | 0 | 100 (34/34) (90–100) | 68 (23/34) (49–83) | 50 (34/68) (38–62) |
Homogeneous tumor enhancement | 19 | 11 | 15 | 23 | 56 (19/34) (38–73) | 68 (23/34) (49–83) | 62 (42/68) (49–73) |
Hyperattenuating tumor on arterial phase | 11 | 0 | 23 | 34 | 32 (11/34) (17–51) | 100 (34/34) (90–100) | 66 (45/68) (54–77) |
Maximal tumor enhancement on arterial phase | 19 | 4 | 15 | 30 | 56 (19/34) (38–73) | 88 (30/34) (73–97) | 72 (49/68) (60–82) |
Hypo/isoattenuating tumor on portal phase | 34 | 34 | 0 | 0 | 100 (34/34) (90–100) | 0 (0/34) (0–100) | 50 (34/68) (38–62) |
Tumor calcification | 1 | 1 | 33 | 33 | 3 (1/34) (0–15) | 97 (33/34) (85–100) | 50 (34/68) (38–62) |
No Wirsung duct enlargement | 29 | 11 | 5 | 23 | 85 (29/34) (69–95) | 68 (23/34) (49–83) | 76 (52/68) (64–86) |
No upstream pancreatic atrophy | 29 | 15 | 5 | 19 | 85 (29/34) (69–95) | 56 (19/34) (38–73) | 71 (48/68) (58–81) |
No vascular involvement | 27 | 13 | 7 | 21 | 79 (27/34) (62–91) | 62 (21/34) (44–78) | 71 (48/68) (58–81) |
Segmental portal hypertension | 4 | 9 | 30 | 25 | 12 (4/34) (3–27) | 74 (25/34) (56–87) | 43 (29/68) (31–55) |
Hepatic metastases | 2 | 8 | 32 | 26 | 6 (2/34) (1–20) | 76 (26/34) (59–89) | 41 (28/68) (29–54) |
No bile duct dilatation | 30 | 15 | 4 | 19 | 88 (30/34) (73–97) | 56 (19/34) (38–73) | 72 (49/68) (60–82) |
No visible lymph nodes | 24 | 12 | 10 | 22 | 71 (24/34) (52–85) | 65 (22/34) (46–80) | 68 (46/68) (55–78) |
Adjacent organ involvement | 2 | 3 | 32 | 31 | 6 (2/34) (1–20) | 91 (31/34) (76–98) | 49 (33/68) (36–61) |
Mesenteric panniculitis | 3 | 5 | 31 | 29 | 9 (3/34) (2–24) | 85 (29/34) (69–95) | 47 (32/68) (35–60) |
Ascites | 2 | 5 | 32 | 29 | 6 (2/34) (1–20) | 85 (29/34) (69–95) | 46 (31/68) (33–58) |
Variable | PPM (n = 34) | PDAC (n = 34) | p Value |
---|---|---|---|
Quantitative variables | |||
Largest tumor diameter (mm) | 35.0 ± 21.1 (13–110) (27.5; 21, 39) | 32.1 ± 9.2 (16–59) (32.5; 26, 38) | 0.725 * |
Visible lymph node size (mm) | 20.5 ± 15.3 (9–60) (15; 11, 20) | 10.3 ± 3.3 (4–18) (10; 7, 13) | 0.014 * |
Qualitative variables | |||
Tumor location Head Body Tail | 18 (18/34; 53%) 12 (12/34; 35%) 4 (4/34; 12%) | 18 (18/34; 53%) 12 (12/34; 35%) 4 (4/34; 12%) | >0.999 † |
Tumor shape Oval Round | 19 (19/34; 56%) 15 (15/34; 44%) | 25 (25/34; 74%) 9 (9/34; 26%) | 0.204 ‡ |
Well-defined tumor margins | 23 (23/34; 68%) | 7 (7/34; 21%) | <0.001 |
Tumor capsule | 4 (4/34; 12%) | 2 (2/34; 6%) | 0.673 ‡ |
Purely solid content | 27 (27/34; 79%) | 24 (24/34; 71%) | 0.576 ‡ |
Internal necrosis | 14 (14/34; 41%) | 17 (17/34; 50%) | 0.627 ‡ |
Tumor enhancement | 34 (34/34; 100%) | 34 (34/34; 100%) | >0.999 ‡ |
Homogeneous tumor enhancement | 19 (19/34; 56%) | 11 (11/34; 32%) | 0.087 ‡ |
Hyperattenuating tumor on arterial phase | 11 (11/34; 32%) | 0 (0/34; 0%) | <0.001 ‡ |
Maximal tumor enhancement on arterial phase | 19 (19/34; 56%) | 4 (4/34; 12%) | <0.001 ‡ |
Hypo/isoattenuating tumor on portal phase | 34 (34/34; 100%) | 34 (34/34; 100%) | >0.999 ‡ |
Tumor calcification | 1 (1/34; 3%) | 1 (1/34; 3%) | >0.999 ‡ |
No Wirsung duct enlargement | 29 (29/34; 85%) | 11 (11/34; 32%) | <0.001 ‡ |
No upstream pancreatic atrophy | 29 (29/34; 85%) | 15 (15/34; 44%) | 0.001 ‡ |
No vascular involvement | 27 (27/34; 79%) | 13 (13/34; 38%) | 0.001 ‡ |
Segmental portal hypertension | 4 (4/34; 12%) | 9 (9/34; 26%) | 0.217 ‡ |
Hepatic metastases | 2 (2/34; 6%) | 8 (8/34; 24%) | 0.083 |
No bile duct dilatation | 30 (30/34; 88%) | 15 (15/34; 44%) | <0.001 ‡ |
No visible lymph nodes | 24 (24/34; 71%) | 12 (12/34; 35%) | 0.002 ‡ |
Direct adjacent organ involvement | 2 (2/34; 6%) | 3 (3/34; 9%) | >0.999 ‡ |
Mesenteric panniculitis | 3 (3/34; 9%) | 5 (5/34; 15%) | 0.709 ‡ |
Ascites | 2 (2/34; 6%) | 5 (5/34; 15%) | 0.427 ‡ |
Effect * | Results OR [95% CI] | p Value |
---|---|---|
Round shape | 0.46 (0.17–1.26) | 0.102 |
Well-defined tumor margins | 8.07 (2.69–24.20) | < 0.001 |
Tumor capsule | 2.13 (0.36–12.51) | 0.336 |
Purely solid content | 1.61 (0.53–4.88) | 0.288 |
Internal necrosis | 0.70 (0.27–1.83) | 0.313 |
Tumor enhancement | 100 (34/34) vs. 100 (34/34) † | > 0.999 ‡ |
Homogeneous tumor enhancement | 2.65 (0.99–7.11] | 0.043 |
Hyperattenuating tumor on arterial phase | 32 (11/34) vs. 0 (0/34) † | < 0.001 ‡ |
Maximal tumor enhancement on arterial phase | 9.50 (2.74–32.95) | < 0.001 |
Hypo/isoattenuating tumor on portal phase | 100 (34/34) vs. 100 (34/34) † | > 0.999 ‡ |
Tumor calcification | 1.00 (0.06–16.67) | 0.754 |
No Wirsung duct duct enlargement | 12.13 (3.69–39.88) | < 0.001 |
No upstream pancreatic atrophy | 7.35 (2.29–23.57) | < 0.001 |
No vascular involvement | 6.23 (2.11–18.37) | 0.001 |
Segmental portal hypertension | 0.37 (0.10–1.35) | 0.108 |
Hepatic metastases | 0.20 (0.04–1.04) | 0.042 |
No bile duct dilatation | 9.50 (2.739–32.95) | < 0.001 |
No visible lymph nodes | 4.80 (1.75–13.21) | 0.002 |
Direct adjacent organ involvement | 0.65 (0.10–4.13) | 0.500 |
Mesenteric panniculitis | 0.56 (0.12–2.56) | 0.355 |
Ascites | 0.36 (0.07–2.01) | 0.214 |
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Barat, M.; Aldhaheri, R.; Dohan, A.; Fuks, D.; Kedra, A.; Hoeffel, C.; Oudjit, A.; Coriat, R.; Barret, M.; Terris, B.; et al. Utility of CT to Differentiate Pancreatic Parenchymal Metastasis from Pancreatic Ductal Adenocarcinoma. Cancers 2021, 13, 3103. https://doi.org/10.3390/cancers13133103
Barat M, Aldhaheri R, Dohan A, Fuks D, Kedra A, Hoeffel C, Oudjit A, Coriat R, Barret M, Terris B, et al. Utility of CT to Differentiate Pancreatic Parenchymal Metastasis from Pancreatic Ductal Adenocarcinoma. Cancers. 2021; 13(13):3103. https://doi.org/10.3390/cancers13133103
Chicago/Turabian StyleBarat, Maxime, Rauda Aldhaheri, Anthony Dohan, David Fuks, Alice Kedra, Christine Hoeffel, Ammar Oudjit, Romain Coriat, Maximilien Barret, Benoit Terris, and et al. 2021. "Utility of CT to Differentiate Pancreatic Parenchymal Metastasis from Pancreatic Ductal Adenocarcinoma" Cancers 13, no. 13: 3103. https://doi.org/10.3390/cancers13133103
APA StyleBarat, M., Aldhaheri, R., Dohan, A., Fuks, D., Kedra, A., Hoeffel, C., Oudjit, A., Coriat, R., Barret, M., Terris, B., Marchese, U., & Soyer, P. (2021). Utility of CT to Differentiate Pancreatic Parenchymal Metastasis from Pancreatic Ductal Adenocarcinoma. Cancers, 13(13), 3103. https://doi.org/10.3390/cancers13133103