Skip to main content
Erschienen in: Abdominal Radiology 6/2015

01.08.2015

Histogram analysis for characterization of indeterminate adrenal nodules on noncontrast CT

verfasst von: Michael F. Lin, Lauren Q. Chang-Sen, Jay P. Heiken, Thomas K. Pilgram, Kyongtae T. Bae

Erschienen in: Abdominal Radiology | Ausgabe 6/2015

Einloggen, um Zugang zu erhalten

Abstract

Objective: To determine the effectiveness of the CT histogram method to characterize indeterminate adrenal nodules above 10 Hounsfield units (HU) on noncontrast CT. Materials and methods: Retrospective review of clinical CT data from January 2005 through 2008 identified 194 indeterminate adrenal nodules (>10 HU on noncontrast CT) in 175 patients. 20 nodules in 18 patients were excluded due to large standard deviation (SD > 30) of HU values. Of the remaining 174 nodules, 131 were classified as benign lipid-poor nodules based on size stability for ≥1 year (104), in- and opposed-phase MRI (17), adrenal washout CT (3), or biopsy (7). 43 were classified as malignant by size increase over a short time (30), avid FDG uptake on PET/CT (15), or biopsy (5). Histogram analysis was performed by drawing a circular region of interest on all adrenal nodules. Mean attenuation, total number of pixels, number of negative pixels, and percentage of negative pixels were recorded for each nodule. Results: At the threshold value of >10% negative pixels, 59/131 benign nodules were correctly characterized, but 1/43 malignant nodules was falsely characterized as benign (sensitivity 45%, specificity 98%, positive predictive value 98%). With a slightly higher threshold value of >15% negative pixels, there were no false benign judgments. 36 nodules had more than 15% negative pixels, all of which were benign (sensitivity 27%, specificity 100%, positive predictive value 100%). In the subgroup of benign nodules measuring 11–20 HU, 80% and 54% were identified with threshold values of >10% and >15% negative pixels, respectively. Conclusion: The CT histogram method with a threshold value of >10% negative pixels can identify many benign adrenal nodules with attenuation values >10 HU on unenhanced CT with extremely high specificity. A threshold of >15% negative pixels can achieve 100% specificity. This method is highly robust provided very “noisy” CT examinations (SD > 30) are eliminated.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Song JH, Chaudhry FS, Mayo-Smith WW (2007) The incidental indeterminate adrenal mass on CT (>10 H) in patients without cancer: is further imaging necessary? Follow-up of 321 consecutive indeterminate adrenal masses. AJR 189:1119–1123PubMedCrossRef Song JH, Chaudhry FS, Mayo-Smith WW (2007) The incidental indeterminate adrenal mass on CT (>10 H) in patients without cancer: is further imaging necessary? Follow-up of 321 consecutive indeterminate adrenal masses. AJR 189:1119–1123PubMedCrossRef
2.
Zurück zum Zitat Lam KY (1994) The pathology of adrenal tumours. Cancer J 7:181–187 Lam KY (1994) The pathology of adrenal tumours. Cancer J 7:181–187
3.
Zurück zum Zitat Lee MJ, Hahn PF, Papanicolaou N, et al. (1991) Benign and malignant adrenal masses: CT distinction with attenuation coefficients, size, and observer analysis. Radiology 179:415–418PubMedCrossRef Lee MJ, Hahn PF, Papanicolaou N, et al. (1991) Benign and malignant adrenal masses: CT distinction with attenuation coefficients, size, and observer analysis. Radiology 179:415–418PubMedCrossRef
4.
Zurück zum Zitat Korobkin M, Brodeur FJ, Yutzy GG, et al. (1996) Differentiation of adrenal adenomas from nonadenomas using CT attenuation values. AJR 166:531–536PubMedCrossRef Korobkin M, Brodeur FJ, Yutzy GG, et al. (1996) Differentiation of adrenal adenomas from nonadenomas using CT attenuation values. AJR 166:531–536PubMedCrossRef
5.
Zurück zum Zitat Boland G, Lee MJ, Gazelle GS, et al. (1998) Characterization of adrenal masses using unenhanced CT: an analysis of the CT literature. AJR 171:201–204PubMedCrossRef Boland G, Lee MJ, Gazelle GS, et al. (1998) Characterization of adrenal masses using unenhanced CT: an analysis of the CT literature. AJR 171:201–204PubMedCrossRef
6.
Zurück zum Zitat Pena CS, Boland GL, Hahn PF, Lee MJ, Mueller PR (2000) Characterization of indeterminate (lipid-poor) adrenal masses: use of washout characteristics at contrast-enhanced CT. Radiology 217:798–802PubMedCrossRef Pena CS, Boland GL, Hahn PF, Lee MJ, Mueller PR (2000) Characterization of indeterminate (lipid-poor) adrenal masses: use of washout characteristics at contrast-enhanced CT. Radiology 217:798–802PubMedCrossRef
7.
Zurück zum Zitat Blake MA, Kalra MK, Sweeney AT, et al. (2006) Distinguishing benign from malignant adrenal masses: multi-detector row CT protocol with 10-minute delay. Radiology 238:578–585PubMedCrossRef Blake MA, Kalra MK, Sweeney AT, et al. (2006) Distinguishing benign from malignant adrenal masses: multi-detector row CT protocol with 10-minute delay. Radiology 238:578–585PubMedCrossRef
8.
Zurück zum Zitat Remer EM, Motta-Ramirez GA, Shepardson LB, Hamrahian AH, Herts BR (2006) CT histogram analysis in pathologically proven adrenal masses. AJR 187:191–196PubMedCrossRef Remer EM, Motta-Ramirez GA, Shepardson LB, Hamrahian AH, Herts BR (2006) CT histogram analysis in pathologically proven adrenal masses. AJR 187:191–196PubMedCrossRef
9.
Zurück zum Zitat Bae KT, Fuangtharnthip P, Prasad SR, Joe BN, Heiken JP (2003) Adrenal masses: CT characterization with histogram analysis method. Radiology 228:735–742PubMedCrossRef Bae KT, Fuangtharnthip P, Prasad SR, Joe BN, Heiken JP (2003) Adrenal masses: CT characterization with histogram analysis method. Radiology 228:735–742PubMedCrossRef
10.
Zurück zum Zitat Ho LM, Paulson EK, Brady MJ, Wong TZ, Schindera ST (2008) Lipid-poor adenoma on unenhanced CT: does histogram analysis increase sensitivity compared with a mean attenuation threshold? AJR 191:234–238PubMedCrossRef Ho LM, Paulson EK, Brady MJ, Wong TZ, Schindera ST (2008) Lipid-poor adenoma on unenhanced CT: does histogram analysis increase sensitivity compared with a mean attenuation threshold? AJR 191:234–238PubMedCrossRef
11.
Zurück zum Zitat Jhaveri KS, Wong F, Ghai S, Haider MA (2006) Comparison of CT histogram analysis and chemical shift MRI in the characterization of indeterminate adrenal nodules. AJR 187:1303–1308PubMedCrossRef Jhaveri KS, Wong F, Ghai S, Haider MA (2006) Comparison of CT histogram analysis and chemical shift MRI in the characterization of indeterminate adrenal nodules. AJR 187:1303–1308PubMedCrossRef
12.
Zurück zum Zitat Boland GW, Blake MA, Holalkere NS, Hahn PF (2009) PET/CT for the characterization of adrenal masses in patients with cancer: qualitative versus quantitative accuracy in 150 consecutive patients. AJR 192:956–962PubMedCrossRef Boland GW, Blake MA, Holalkere NS, Hahn PF (2009) PET/CT for the characterization of adrenal masses in patients with cancer: qualitative versus quantitative accuracy in 150 consecutive patients. AJR 192:956–962PubMedCrossRef
13.
Zurück zum Zitat Lopez-Beltran A, Amin MB, Oliveira PS, et al. (2010) Urothelial carcinoma of the bladder, lipid cell variant: clinicopathologic findings and LOH analysis. Am J Surg Pathol 34:371–376PubMedCrossRef Lopez-Beltran A, Amin MB, Oliveira PS, et al. (2010) Urothelial carcinoma of the bladder, lipid cell variant: clinicopathologic findings and LOH analysis. Am J Surg Pathol 34:371–376PubMedCrossRef
14.
Zurück zum Zitat Sydow BD, Rosen MA, Siegelman ES (2006) Intracellular lipid within metastatic hepatocellular carcinoma of the adrenal gland: a potential diagnostic pitfall of chemical shift imaging of the adrenal gland. AJR 187:W550–W551PubMedCrossRef Sydow BD, Rosen MA, Siegelman ES (2006) Intracellular lipid within metastatic hepatocellular carcinoma of the adrenal gland: a potential diagnostic pitfall of chemical shift imaging of the adrenal gland. AJR 187:W550–W551PubMedCrossRef
15.
Zurück zum Zitat Shinozaki K, Yoshimitsu K, Honda H, et al. (2001) Metastatic adrenal tumor from clear-cell renal cell carcinoma: a pitfall of chemical shift MR imaging. Abdom Imaging 26:439–442PubMedCrossRef Shinozaki K, Yoshimitsu K, Honda H, et al. (2001) Metastatic adrenal tumor from clear-cell renal cell carcinoma: a pitfall of chemical shift MR imaging. Abdom Imaging 26:439–442PubMedCrossRef
16.
Zurück zum Zitat Schwartz LH, Macari M, Huvos AG, Panicek DM (1996) Collision tumors of the adrenal gland: demonstration and characterization at MR imaging. Radiology 201:757–760PubMedCrossRef Schwartz LH, Macari M, Huvos AG, Panicek DM (1996) Collision tumors of the adrenal gland: demonstration and characterization at MR imaging. Radiology 201:757–760PubMedCrossRef
17.
Zurück zum Zitat Chong S, Lee KS, Kim HY, et al. (2006) Integrated PET-CT for the characterization of adrenal gland lesions in cancer patients: diagnostic efficacy and interpretation pitfalls. Radiographics 26:1811–1826PubMedCrossRef Chong S, Lee KS, Kim HY, et al. (2006) Integrated PET-CT for the characterization of adrenal gland lesions in cancer patients: diagnostic efficacy and interpretation pitfalls. Radiographics 26:1811–1826PubMedCrossRef
18.
Zurück zum Zitat Blake MA, Krishnamoorthy SK, Boland GW, et al. (2003) Low-density pheochromocytoma on CT: a mimicker of adrenal adenoma. AJR 181:1663–1668PubMedCrossRef Blake MA, Krishnamoorthy SK, Boland GW, et al. (2003) Low-density pheochromocytoma on CT: a mimicker of adrenal adenoma. AJR 181:1663–1668PubMedCrossRef
19.
Zurück zum Zitat Tongdee R, Tongdee T, Goo JM, Bae KT (2004) Comparison of CT histogram analysis and mean attenuation methods in characterization of adrenal masses: a phantom study. (abstr) In: Radiological society of North America scientific assembly and annual meeting program. Oak Brook, IL: Radiological Society of North America Tongdee R, Tongdee T, Goo JM, Bae KT (2004) Comparison of CT histogram analysis and mean attenuation methods in characterization of adrenal masses: a phantom study. (abstr) In: Radiological society of North America scientific assembly and annual meeting program. Oak Brook, IL: Radiological Society of North America
20.
Zurück zum Zitat Solomon JB, Christianson O, Samei E (2012) Quantitative comparison of noise texture across CT scanners from different manufacturers. Med Phys 39(10):6048–6055PubMedCrossRef Solomon JB, Christianson O, Samei E (2012) Quantitative comparison of noise texture across CT scanners from different manufacturers. Med Phys 39(10):6048–6055PubMedCrossRef
21.
Zurück zum Zitat Sande EP, Martinsen AC, Hole EO, Olerud HM (2010) Interphantom and interscanner variations for Hounsfield units—establishment of reference values for HU in a commercial QA phantom. Phys Med Biol 55(17):5123–5135PubMedCrossRef Sande EP, Martinsen AC, Hole EO, Olerud HM (2010) Interphantom and interscanner variations for Hounsfield units—establishment of reference values for HU in a commercial QA phantom. Phys Med Biol 55(17):5123–5135PubMedCrossRef
Metadaten
Titel
Histogram analysis for characterization of indeterminate adrenal nodules on noncontrast CT
verfasst von
Michael F. Lin
Lauren Q. Chang-Sen
Jay P. Heiken
Thomas K. Pilgram
Kyongtae T. Bae
Publikationsdatum
01.08.2015
Verlag
Springer US
Erschienen in
Abdominal Radiology / Ausgabe 6/2015
Print ISSN: 2366-004X
Elektronische ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-014-0307-6

Weitere Artikel der Ausgabe 6/2015

Abdominal Radiology 6/2015 Zur Ausgabe

Classics in Abdominal Imaging

The drooping lily sign

Classics in Abdominal Imaging

The yin–yang sign

Update Radiologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.