| Literature DB >> 36246338 |
Silvia Burti1, Alessandro Zotti1, Giuseppe Rubini2, Riccardo Orlandi3, Paolo Bargellini3, Federico Bonsembiante1, Barbara Contiero1, Mabel Marcuzzi1, Tommaso Banzato1.
Abstract
A large overlap in the ultrasound (US) features of focal pancreatic lesions (FPLs) in cats is reported. Furthermore, only a small number of studies describing the contrast-enhanced ultrasound (CEUS) features of FPLs in cats have been conducted today. The aim of this study is to describe the B-mode US and CEUS features of FPLs in cats. Ninety-eight cats cytologically diagnosed with FPL were included. The lesions were classified as adenocarcinoma (n = 40), lymphoma (n = 11), nodular hyperplasia (n = 17), other benign lesion (OBL) (n = 20), cyst (n = 4) or other malignant lesion (OML) (n = 6). Several qualitative and quantitative B-mode and CEUS features were described in each case. OMLs and cysts were not included in the statistical analysis. A decision tree to classify the lesions based on their B-mode and CEUS features was developed. The overall accuracy of the cross-validation of the decision tree was 0.74 (95% CI: 0.63-0.83). The developed decision tree had a very high sensitivity and specificity for nodular hyperplasia (1 and 0.94, respectively) as well as good sensitivity and specificity for both adenocarcinomas (0.85 and 0.77, respectively) and OBLs also (0.70 and 0.93, respectively). The algorithm was unable to detect any specific feature for classifying lymphomas, and almost all the lymphomas were classified as adenocarcinomas. The combination between CEUS and B-mode US is very accurate in the classification of some FPLs, especially nodular hyperplasia and adenocarcinomas. Cytopathology and or histopathology is still a fundamental step FPL diagnostic workflow.Entities:
Keywords: cat; contrast-enhanced ultrasound; cytology; focal pancreatic lesion; pancreas; pancreatitis
Year: 2022 PMID: 36246338 PMCID: PMC9554590 DOI: 10.3389/fvets.2022.986948
Source DB: PubMed Journal: Front Vet Sci ISSN: 2297-1769
Qualitative and quantitative B-mode features of the lesions, along with cytopathological classification.
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| Pseudocystic appearance+ ( | 5 (12%) b | 0 b | 0 b | 18 (90%)a | < 0.001 | 0 | 0 |
| Echogenicity* | < 0.001 | ||||||
| hypoechoic+ ( | 16 (40%)b | 7 (64%)ab | 15 (88%)a | 1 (5%)c | < 0.001 | 0 | 1 (17%) |
| mixed+ ( | 23 (57%)b | 4 (36%)bc | 2 (12%)c | 19 (95%)a | < 0.001 | 0 | 4 (66%) |
| hyperechoic ( | 1 (3%) | 0 | 0 | 0 | – | 0 | 1 (17%) |
| Isoechoic | – | – | – | – | 4 (100%) | 0 | |
| Anechoic | – | – | – | – | 0 | 0 | |
| Presence of acoustic enhancement+ ( | 23 (57%)b | 9 (82%)ab | 3 (18%)c | 19 (95%)a | < 0.001 | 4 (100%) | 4 (66%) |
| Presence of peripancreatic reactivity+ ( | 20 (50%) | 7 (64%) | 8 (47%) | 16 (80%) | 0.112 | 3 (75%) | 3 (50%) |
Different letters along rows mean significant different value for p < 0.05.
*Fisher's exact test.
+k-proportion test.
▴Other benign lesion (OBL): 7 inflammatory cysts, 6 abscesses, 3 serous cystadenomas, 1 adenoma, 1 granuloma, 1 cystadenoma, 1 lipoma.
ΔOther malignant lesion (OML): 2 mesenchymal neoplasia, 1 neuroendocrine neoplasia, 1 insulinoma, 1 metastasis, 1 sarcoma.
*Data not included in the statistical analysis.
Qualitative CEUS wash-out features of the lesions, along with cytopathological classification.
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| CEUS wash-out |
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| Enhancement degree* | 0.002 | ||||||
| No wash-out+ ( | 27 (67%)b | 5 (45%)b | 17 (100%)a | 17 (85%)ab | 0.005 | 4 (67%) | |
| Hypoenhancement+ ( | 13 (32%)a | 6 (54%)a | 0b | 3 (15%)ab | 0.005 | 2 (33%) | |
| Hyperenhancement ( | – | ||||||
| Homogeneity+ ( | 8 (61%) | 2 (33%) | – | 3 (100%) | 0.153 | 1 (50%) |
Different letters along rows mean significant different value for p < 0.05.
*Fisher's exact test.
+k-proportion test.
▴Other benign lesion (OBL): 7 inflammatory cysts, 6 abscesses, 3 serous cystadenomas, 1 adenoma, 1 granuloma, 1 cystadenoma, 1 lipoma.
ΔOther malignant lesion (OML): 2 mesenchymal neoplasia, 1 neuroendocrine neoplasia, 1 insulinoma, 1 metastasis, 1 sarcoma.
*Data not included in the statistical analysis.
Qualitative CEUS wash-in features of the lesions, along with cytopathological classification.
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| Enhancement degree* | < 0.001 | ||||||
| Hyperenhancement+ ( | 20 (50%)a | 7 (64%)a | 0b | 14 (60%)a | < 0.001 | 0 | 5 (83%) |
| Hypoenhancement+ ( | 19 (47%)a | 3 (27%)ab | 0b | 1 (5%)b | < 0.001 | 0 | 1 (17%) |
| Isoenhancement+ ( | 1 (3%)b | 1 (9%)b | 17 (100%)a | 5 (20%)b | < 0.001 | 0 | 0 |
| Non-enhancing ( | 0 | 0 | 0 | 0 | – | 4 (100%) | 0 |
| Distribution* | 0.004 | ||||||
| Diffuse+ ( | 27 (68%)b | 9 (82%)ab | 17 (100%)a | 10 (50%)b | 0.007 | 0 | 5 (83%) |
| Peripheral+ ( | 13 (32%) | 2 (18%)ab | 0b | 9 (45%)a | 0.014 | 0 | 1 (17%) |
| Central ( | 0 | 0 | 0 | 1 (5%) | – | 0 | 0 |
| Presence of intralesional microcirculation+ ( | 27 (67%)a | 6 (55%)ab | 0c | 3 (15%)bc | < 0.001 | 0 | 4 (67%) |
| Homogeneity+ ( | 20 (50%)b | 4 (36%)b | 17 (100%)a | 15 (70%)ab | 0.001 | 2 (33%) | |
| Hypoperfused areas+ ( | 22 (55%)a | 6 (54%)a | 0b | 18 (90%)a | < 0.001 | 5 (83%) |
Different letters along rows mean significant different value for p < 0.05.
*Fisher's exact test.
+k-proportion test.
▴Other benign lesion (OBL): 7 inflammatory cysts, 6 abscesses, 3 serous cystadenomas, 1 adenoma, 1 granuloma, 1 cystadenoma, 1 lipoma.
ΔOther malignant lesion (OML): 2 mesenchymal neoplasia, 1 neuroendocrine neoplasia, 1 insulinoma, 1 metastasis, 1 sarcoma.
*Data not included in the statistical analysis.
Figure 1Example of an adenocarcinoma showing: no pseudocystic appearance, mixed echogenicity, absence of acoustic enhancement, presence of peripancreatic reactivity at US; hyperenhancement, diffused and inhomogeneous distribution of contrast medium, presence of intralesional microcirculation, absence of hypoperfused areas during wash-in at CEUS; no wash-out. (A) Image obtained from US examination; (B) image obtained at TTE; (C) image obtained at TTP; (D) image obtained during wash-out.
Figure 8Example of an adenocarcinoma showing: pseudocystic appearance, mixed echogenicity, presence of acoustic enhancement, and absence of peripancreatic reactivity at US; hypoenhancement, diffused and inhomogeneous distribution of contrast medium, presence of intralesional microcirculation, and presence of hypoperfused areas during wash-in phase at CEUS; hypoenhancing, inhomogeneous and diffused wash-out. (A) Image obtained from US examination; (B) image obtained at TTE; (C) image obtained at TTP; (D) image obtained during wash-out.
Figure 9The machine learning-based decision tree developed on the qualitative and the quantitative CEUS features of the focal pancreatic lesions. The probability of each class at a specific node and the percentage of observations used at that node are reported as the second and third lines in each box, respectively.
Confusion matrix that summarizes the performance of the machine learning-based decision tree, giving the number of predicted cases.
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| Adenocarcinoma | 34 | 10 | 0 | 1 |
| Lymphoma | 0 | 0 | 0 | 0 |
| Nodular hyperplasia | 1 | 1 | 17 | 5 |
| Other benign lesion | 5 | 0 | 0 | 14 |
Results of the classification of the pancreatic lesions based on the machine learning-based decision tree.
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| Sensitivity | 0.85 | 0.00 | 1.00 | 0.7 |
| Specificity | 0.77 | 1.00 | 0.94 | 0.93 |
| Positive predictive value | 0.76 | – | 0.71 | 0.74 |
| Negative predictive value | 0.86 | 0.88 | 1.00 | 0.91 |
| Balanced accuracy | 0.81 | 0.50 | 0.95 | 0.81 |
Quantitative CEUS wash-in features of the lesions, along with cytopathological classification.
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| Max dimension§ (mm) | 1.8 (1.3–2.8)a | 1.6 (1.1–2.7)a | 0.8 (0.5–0.9)b | 1.9 (1.3–3.6)a | < 0.001 | 0.5 (0.5–0.6) | 1.7 (1.4–3.4) |
| TTE§ (sec) | 5.0 (4.0–7.0) | 4.0 (4.0–7.0) | 6.0 (5.0–8.0) | 5.0 (4.0–6.0) | 0.404 | 5.5 (5.0–6.0) | |
| TTP§ (sec) | 9.0 (8.0–11.0) | 8.0 (7.0–13.0) | 12.0 (9.0–15.0) | 14.0 (8.0–16.0) | 0.028 | 10.0 (9.3–10.8) | |
| TTWI§ (sec) | 4.0 (3.0–5.0) | 4.0 (2.0–6.0) | 5.0 (4.0–9.0) | 7.0 (4.0–9.0) | 0.056 | 5.0 (3.5–5.8) |
§Kruskal–Wallis test; data are presented as median (interquartile range).
▴Other benign lesion (OBL): 7 inflammatory cysts, 6 abscesses, 3 serous cystadenomas, 1 adenoma, 1 granuloma, 1 cystadenoma, 1 lipoma.
ΔOther malignant lesion (OML): 2 mesenchymal neoplasia, 1 neuroendocrine neoplasia, 1 insulinoma, 1 metastasis, 1 sarcoma.
*Data not included in the statistical analysis.
Note: Within each row, data that do not share a superscript letter are significantly different based on the post hoc comparison test.