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Erschienen in: Abdominal Radiology 4/2017

30.11.2016

Utility of whole-lesion ADC histogram metrics for assessing the malignant potential of pancreatic intraductal papillary mucinous neoplasms (IPMNs)

verfasst von: David H. Hoffman, Justin M. Ream, Christina H. Hajdu, Andrew B. Rosenkrantz

Erschienen in: Abdominal Radiology | Ausgabe 4/2017

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Abstract

Purpose

To evaluate whole-lesion ADC histogram metrics for assessing the malignant potential of pancreatic intraductal papillary mucinous neoplasms (IPMNs), including in comparison with conventional MRI features.

Methods

Eighteen branch-duct IPMNs underwent MRI with DWI prior to resection (n = 16) or FNA (n = 2). A blinded radiologist placed 3D volumes-of-interest on the entire IPMN on the ADC map, from which whole-lesion histogram metrics were generated. The reader also assessed IPMN size, mural nodularity, and adjacent main-duct dilation. Benign (low-to-intermediate grade dysplasia; n = 10) and malignant (high-grade dysplasia or invasive adenocarcinoma; n = 8) IPMNs were compared.

Results

Whole-lesion ADC histogram metrics demonstrating significant differences between benign and malignant IPMNs were: entropy (5.1 ± 0.2 vs. 5.4 ± 0.2; p = 0.01, AUC = 86%); mean of the bottom 10th percentile (2.2 ± 0.4 vs. 1.6 ± 0.7; p = 0.03; AUC = 81%); and mean of the 10–25th percentile (2.8 ± 0.4 vs. 2.3 ± 0.6; p = 0.04; AUC = 79%). The overall mean ADC, skewness, and kurtosis were not significantly different between groups (p ≥ 0.06; AUC = 50–78%). For entropy (highest performing histogram metric), an optimal threshold of >5.3 achieved a sensitivity of 100%, a specificity of 70%, and an accuracy of 83% for predicting malignancy. No significant difference (p = 0.18–0.64) was observed between benign and malignant IPMNs for cyst size ≥3 cm, adjacent main-duct dilatation, or mural nodule. At multivariable analysis of entropy in combination with all other ADC histogram and conventional MRI features, entropy was the only significant independent predictor of malignancy (p = 0.004).

Conclusion

Although requiring larger studies, ADC entropy obtained from 3D whole-lesion histogram analysis may serve as a biomarker for identifying the malignant potential of IPMNs, independent of conventional MRI features.
Literatur
1.
Zurück zum Zitat Kim SH, Lee JM, Lee ES, et al. (2015) Intraductal papillary mucinous neoplasms of the pancreas: evaluation of malignant potential and surgical resectability by using MR imaging with MR cholangiography. Radiology 274:723–733. doi:10.1148/radiol.14132960 CrossRefPubMed Kim SH, Lee JM, Lee ES, et al. (2015) Intraductal papillary mucinous neoplasms of the pancreas: evaluation of malignant potential and surgical resectability by using MR imaging with MR cholangiography. Radiology 274:723–733. doi:10.​1148/​radiol.​14132960 CrossRefPubMed
3.
Zurück zum Zitat Campbell NM, Katz SS, Escalon JG, Do RK (2015) Imaging patterns of intraductal papillary mucinous neoplasms of the pancreas: an illustrated discussion of the International Consensus Guidelines for the Management of IPMN. Abdom Imaging 40:663–677. doi:10.1007/s00261-014-0236-4 CrossRefPubMed Campbell NM, Katz SS, Escalon JG, Do RK (2015) Imaging patterns of intraductal papillary mucinous neoplasms of the pancreas: an illustrated discussion of the International Consensus Guidelines for the Management of IPMN. Abdom Imaging 40:663–677. doi:10.​1007/​s00261-014-0236-4 CrossRefPubMed
5.
7.
Zurück zum Zitat Kawamoto S, Horton KM, Lawler LP, Hruban RH, Fishman EK (2005) Intraductal papillary mucinous neoplasm of the pancreas: can benign lesions be differentiated from malignant lesions with multidetector CT? Radiographics 25:1451–1468. doi:10.1148/rg.256055036 CrossRefPubMed Kawamoto S, Horton KM, Lawler LP, Hruban RH, Fishman EK (2005) Intraductal papillary mucinous neoplasm of the pancreas: can benign lesions be differentiated from malignant lesions with multidetector CT? Radiographics 25:1451–1468. doi:10.​1148/​rg.​256055036 CrossRefPubMed
8.
14.
Zurück zum Zitat Kang KM, Lee JM, Shin CI, et al. (2013) Added value of diffusion-weighted imaging to MR cholangiopancreatography with unenhanced mr imaging for predicting malignancy or invasiveness of intraductal papillary mucinous neoplasm of the pancreas. J Magn Reson Imaging 38:555–563. doi:10.1002/jmri.24022 CrossRefPubMed Kang KM, Lee JM, Shin CI, et al. (2013) Added value of diffusion-weighted imaging to MR cholangiopancreatography with unenhanced mr imaging for predicting malignancy or invasiveness of intraductal papillary mucinous neoplasm of the pancreas. J Magn Reson Imaging 38:555–563. doi:10.​1002/​jmri.​24022 CrossRefPubMed
15.
Zurück zum Zitat Ogawa T, Horaguchi J, Fujita N, et al. (2014) Diffusion-weighted magnetic resonance imaging for evaluating the histological degree of malignancy in patients with intraductal papillary mucinous neoplasm. J Hepatobiliary Panreat Sci 21:801–808. doi:10.1002/jhbp.135 CrossRef Ogawa T, Horaguchi J, Fujita N, et al. (2014) Diffusion-weighted magnetic resonance imaging for evaluating the histological degree of malignancy in patients with intraductal papillary mucinous neoplasm. J Hepatobiliary Panreat Sci 21:801–808. doi:10.​1002/​jhbp.​135 CrossRef
21.
Zurück zum Zitat Kierans AS, Bennet GL, Mussi TC, et al. (2013) Characterization of malignancy of adnexal lesions using ADC entropy: comparison with mean ADC and qualitative DWI assessment. J Magn Reson Imaging 37:164–171. doi:10.1002/jmri.23794 CrossRefPubMed Kierans AS, Bennet GL, Mussi TC, et al. (2013) Characterization of malignancy of adnexal lesions using ADC entropy: comparison with mean ADC and qualitative DWI assessment. J Magn Reson Imaging 37:164–171. doi:10.​1002/​jmri.​23794 CrossRefPubMed
22.
23.
Zurück zum Zitat Downey K, Riches SF, Morgan VA, et al. (2013) Relationship between imaging biomarkers of stage I cervical cancer and poor-prognosis histologic features: quantitative histogram analysis of diffusion-weighted MR images. AJR Am J Roentgenol 200:314–320. doi:10.2214/AJR.12.9545 CrossRefPubMed Downey K, Riches SF, Morgan VA, et al. (2013) Relationship between imaging biomarkers of stage I cervical cancer and poor-prognosis histologic features: quantitative histogram analysis of diffusion-weighted MR images. AJR Am J Roentgenol 200:314–320. doi:10.​2214/​AJR.​12.​9545 CrossRefPubMed
24.
Zurück zum Zitat Poussaint TY, Vajapeyam S, Ricci KI, et al. (2016) Apparent diffusion coefficient histogram metrics correlate with survival in diffuse intrinsic pontine glioma: a report from the Pediatric Brain Tumor Consortium. Neuro Oncol 18:725–734. doi:10.1093/neuonc/nov256 CrossRefPubMed Poussaint TY, Vajapeyam S, Ricci KI, et al. (2016) Apparent diffusion coefficient histogram metrics correlate with survival in diffuse intrinsic pontine glioma: a report from the Pediatric Brain Tumor Consortium. Neuro Oncol 18:725–734. doi:10.​1093/​neuonc/​nov256 CrossRefPubMed
27.
28.
29.
31.
Zurück zum Zitat Chang Y, Paul AK, Kim N, et al. (2016) Computer-aided diagnosis for classifying benign versus malignant thyroid nodules based on ultrasound images: a comparison with radiologist-based assessments. Med Phys 43:554. doi:10.1118/1.4939060 CrossRefPubMed Chang Y, Paul AK, Kim N, et al. (2016) Computer-aided diagnosis for classifying benign versus malignant thyroid nodules based on ultrasound images: a comparison with radiologist-based assessments. Med Phys 43:554. doi:10.​1118/​1.​4939060 CrossRefPubMed
Metadaten
Titel
Utility of whole-lesion ADC histogram metrics for assessing the malignant potential of pancreatic intraductal papillary mucinous neoplasms (IPMNs)
verfasst von
David H. Hoffman
Justin M. Ream
Christina H. Hajdu
Andrew B. Rosenkrantz
Publikationsdatum
30.11.2016
Verlag
Springer US
Erschienen in
Abdominal Radiology / Ausgabe 4/2017
Print ISSN: 2366-004X
Elektronische ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-016-1001-7

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