Skip to main content
Log in

Diagnostic accuracy of virtual non-contrast enhanced dual-energy CT for diagnosis of adrenal adenoma: A systematic review and meta-analysis

  • Urogenital
  • Published:
European Radiology Aims and scope Submit manuscript

Abstract

Objective

To compare the diagnostic accuracy of dual-energy (DE) virtual non-contrast computed tomography (vNCT) to non-contrast CT (NCT) for the diagnosis of adrenal adenomas.

Methods

Search of multiple databases and grey literature was performed. Two reviewers independently applied inclusion criteria and extracted data. Risk of bias was assessed using QUADAS-2. Summary estimates of diagnostic accuracy were generated and sources of heterogeneity were assessed.

Results

Five studies (170 patients; 192 adrenal masses) were included for diagnostic accuracy assessment; all used dual-source dual-energy CT. Pooled sensitivity for adrenal adenoma on vNCT was 54% (95% CI: 47–62%). Pooled sensitivity for NCT was 57% (95% CI: 45–69%). Pooling of specificity was not performed since no false positives were reported. There was a trend for overestimation of HU density on vNCT as compared to NCT which appeared related to contrast timing. Potential sources of bias were seen regarding the index test and reference standard for the included studies. Potential sources of heterogeneity between studies were seen in adenoma prevalence and intravenous contrast timing.

Conclusions

vNCT images generated from dual-energy CT demonstrated comparable sensitivity to NCT for the diagnosis of adenomas; however the included studies are heterogeneous and at high risk for some types of bias.

Key points

• Similar sensitivity of vNCT to NCT for diagnosis of adenoma

• Heterogeneity could be related to vNCT from early (<=60 sec) CECT studies

• Could not pool specificity as there were no false positives

• Small number of heterogeneous studies at high risk of bias

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  1. Song JH, Chaudhry FS, Mayo-Smith WW (2008) The incidental adrenal mass on CT: prevalence of adrenal disease in 1,049 consecutive adrenal masses in patients with no known malignancy. AJR Am J Roentgenol 190(5):1163–1168

    Article  PubMed  Google Scholar 

  2. Glazer HS, Weyman PJ, Sagel SS, Levitt RG, McClennan BL (1982) Nonfunctioning adrenal masses: incidental discovery on computed tomography. AJR Am J Roentgenol 139(1):81–85

    Article  CAS  PubMed  Google Scholar 

  3. Schieda N, Al Dandan O, Kielar AZ, Flood TA, McInnes MD, Siegelman ES (2014) Pitfalls of adrenal imaging with chemical shift MRI. Clin Radiol. doi:10.1016/j.crad.2014.06.020

    Google Scholar 

  4. Siegelman ES (2012) Adrenal MRI: techniques and clinical applications. J Magn Reson Imaging 36(2):272–285

    Article  PubMed  Google Scholar 

  5. Boland GW, Lee MJ, Gazelle GS, Halpern EF, McNicholas MM, Mueller PR (1998) Characterization of adrenal masses using unenhanced CT: an analysis of the CT literature. AJR Am J Roentgenol 171(1):201–204

    Article  CAS  PubMed  Google Scholar 

  6. Fassnacht M, Arlt W, Bancos I, Dralle H, Newell-Price J, Sahdev A et al (2016) Management of adrenal incidentalomas: European society of endocrinology clinical practice guideline in collaboration with the European network for the study of adrenal tumors. Eur J Endocrinol 175(2):G1–G34

    Article  CAS  PubMed  Google Scholar 

  7. Patel J, Davenport MS, Cohan RH, Caoili EM (2013) Can established CT attenuation and washout criteria for adrenal adenoma accurately exclude pheochromocytoma? AJR Am J Roentgenol 201(1):122–127

    Article  PubMed  Google Scholar 

  8. Park BK, Kim B, Ko K, Jeong SY, Kwon GY (2006) Adrenal masses falsely diagnosed as adenomas on unenhanced and delayed contrast-enhanced computed tomography: pathological correlation. Eur Radiol 16(3):642–647

    Article  PubMed  Google Scholar 

  9. Park BK, Kim CK, Kwon GY, Kim JH (2007) Re-evaluation of pheochromocytomas on delayed contrast-enhanced CT: washout enhancement and other imaging features. Eur Radiol 17(11):2804–2809

    Article  PubMed  Google Scholar 

  10. Schieda N, Alrashed A, Flood TA, Samji K, Shabana W, McInnes MD (2016) Comparison of Quantitative MRI and CT washout analysis for differentiation of adrenal pheochromocytoma from adrenal adenoma. AJR Am J Roentgenol 206(6):1141–1148

    Article  PubMed  Google Scholar 

  11. Choyke PL, Criteria ACoA (2006) ACR appropriateness criteria on incidentally discovered adrenal mass. J Am Coll Radiol 3(7):498–504

    Article  PubMed  Google Scholar 

  12. Marin D, Boll DT, Mileto A, Nelson RC (2014) State of the art: dual-energy CT of the abdomen. Radiology 271(2):327–342

    Article  PubMed  Google Scholar 

  13. Ho LM, Marin D, Neville AM, Barnhart HX, Gupta RT, Paulson EK et al (2012) Characterization of adrenal nodules with dual-energy CT: can virtual unenhanced attenuation values replace true unenhanced attenuation values? AJR Am J Roentgenol 198(4):840–845

    Article  PubMed  Google Scholar 

  14. Kim YK, Park BK, Kim CK, Park SY (2013) Adenoma characterization: adrenal protocol with dual-energy CT. Radiology 267(1):155–163

    Article  PubMed  Google Scholar 

  15. Moher D, Liberati A, Tetzlaff J, Altman DG, Group P (2009) Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Med 6(7), e1000097. doi:10.1371/journal.pmed.1000097

    Article  PubMed  PubMed Central  Google Scholar 

  16. Deeks J, Bossuyt P, Gatsonis C (2013) Cochrane handbook for systematic reviews of diagnostic test accuracy 1.0.0 ed: The cochrane collaboration

  17. York Uo. International prospective register of systematic reviews (PROSPERO) 2014 [November 14, 2014]. Available from: http://www.crd.york.ac.uk/PROSPERO/.

  18. Staunton M (2007) Evidence-based radiology: steps 1 and 2--asking answerable questions and searching for evidence. Radiology 242(1):23–31

    Article  PubMed  Google Scholar 

  19. Whiting P, Rutjes AW, Reitsma JB, Bossuyt PM, Kleijnen J (2003) The development of QUADAS: a tool for the quality assessment of studies of diagnostic accuracy included in systematic reviews. BMC Med Res Methodol 3:25

    Article  PubMed  PubMed Central  Google Scholar 

  20. Whiting PF, Rutjes AW, Westwood ME, Mallett S, Deeks JJ, Reitsma JB et al (2011) QUADAS-2: a revised tool for the quality assessment of diagnostic accuracy studies. Ann Intern Med 155(8):529–536

    Article  PubMed  Google Scholar 

  21. McInnes MD, Bossuyt PM (2015) Pitfalls of systematic reviews and meta-analyses in imaging research. Radiology 277(1):13–21

    Article  PubMed  Google Scholar 

  22. Macaskill P GC, Deeks JJ, Harbord RM, Takwoingi Y (2010) Chapter 10: Analysing and Presenting Results. In: Deeks JJ, Bossuyt PM, Gatsonis C (editors), Cochrane Handbook for Systematic Reviews of Diagnostic Test Accuracy The Cochrane Collaboration

  23. Zamora J, Abraira V, Muriel A, Khan K, Coomarasamy A (2006) Meta-DiSc: a software for meta-analysis of test accuracy data. BMC Med Res Methodol 6:31

    Article  PubMed  PubMed Central  Google Scholar 

  24. McGrath T, McInnes M, Korevaar D, Bossuyt P (2016) Meta-analyses of diagnostic accuracy in imaging journals: analysis of pooling techniques and their effect on summary estimates of diagnostic accuracy. Radiology 281(1):78–85

    Article  PubMed  Google Scholar 

  25. Higgins JP, Thompson SG, Deeks JJ, Altman DG (2003) Measuring inconsistency in meta-analyses. BMJ 327(7414):557–560

    Article  PubMed  PubMed Central  Google Scholar 

  26. Botsikas D, Triponez F, Boudabbous S, Hansen C, Becker CD, Montet X (2014) Incidental adrenal lesions detected on enhanced abdominal dual-energy CT: can the diagnostic workup be shortened by the implementation of virtual unenhanced images? Eur J Radiol 83(10):1746–1751

    Article  PubMed  Google Scholar 

  27. Gnannt R, Fischer M, Goetti R, Karlo C, Leschka S, Alkadhi H (2012) Dual-energy CT for characterization of the incidental adrenal mass: preliminary observations. AJR Am J Roentgenol 198(1):138–144

    Article  PubMed  Google Scholar 

  28. Helck A, Hummel N, Meinel FG, Johnson T, Nikolaou K, Graser A (2014) Can single-phase dual-energy CT reliably identify adrenal adenomas? Eur Radiol 24(7):1636–1642

    Article  CAS  PubMed  Google Scholar 

  29. Szolar DH, Kammerhuber FH (1998) Adrenal adenomas and nonadenomas: assessment of washout at delayed contrast-enhanced CT. Radiology 207(2):369–375

    Article  CAS  PubMed  Google Scholar 

  30. Kaza RK, Raff EA, Davenport MS, Khalatbari S (2016) Variability of CT attenuation measurements in virtual unenhanced images generated using multimaterial decomposition from fast kilovoltage-switching dual-energy CT. Acad Radiol. doi:10.1016/j.acra.2016.09.002

    PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Matthew D. F. McInnes.

Ethics declarations

Guarantor

The scientific guarantor of this publication is Matthew DF McInnes.

Conflict of interest

The authors of this manuscript declare no relationships with any companies whose products or services may be related to the subject matter of the article.

Funding

This study has received funding by the University of Ottawa Department of Radiology Research Stipend Program.

Statistics and biometry

One of the authors has significant statistical expertise.

Ethical approval

Institutional review board approval was not required because this study is a systematic review and approval is waived for this study type at our institution.

Methodology

• Retrospective

• Systematic review and meta-analysis

• Performed at one institution

Appendices

Appendix 1. Search strategies

Embase: 44

Medline: 38

Cochrane: 14

Total with duplicates removed, up to date as of October 23, 2015: 61 articles

NIH Clinical Trials Database: 27

WHO Clinical Trials Registry Platform: 4

Total with duplicates removed, up to date as of March 6, 2016: 28 trials

2013-2015 RSNA, 2015 ARRS, and 2013-2015 ECR Scientific Meetings, up to date as of March 6, 2016: 2 abstracts

Cochrane - Date Run:

23/10/15 13:05:04.121

 

ID

Search Hits

 

#1

adrenal:ti,ab,kw (Word variations have been searched)

4908

#2

MeSH descriptor: [Tomography, Emission-Computed] explode all trees

2678

#3

(ct or computed tomograph*):ti,ab,kw (Word variations have been searched)

66064

#4

#2 or #3

66711

#5

dual energy:ti,ab,kw

2568

#6

#4 and #5

644

#7

dect:ti,ab,kw

10

#8

#6 or #7

644

#9

#1 and #8

14

Cochrane Central Register of Controlled Trials : Issue 9 of 12, September 2015 = 14 results

Database: Embase <1974 to 2015 October 22 > Search Strategy:

1

adrenal.mp. (170288)

2

exp computer assisted tomography/(688233)

3

(ct or computed tomograph$).tw. (493269)

4

2 or 3 (838139)

5

dual energy.tw. (21990)

6

4 and 5 (4187)

7

dual energy computer assisted tomography/or dect.tw. (757)

8

6 or 7 (4277)

9

1 and 8 (44)

Pubmed (October 23, 2015)

(adrenal[Text Word]) AND ((((((dual energy) OR Dual-Energy Scanned Projection[MeSH Terms])) AND (((CT[Title/Abstract]) OR computed tomograph*[Title/Abstract]) OR Tomography, X-Ray Computed[MeSH Terms]))) OR dect[Title/Abstract]) = 38

Clinical trials

Up to date as of March 5, 2016

ClinicalTrials.gov, a service of the U.S. National Institutes of Health

https://www.clinicaltrials.gov/ct2/home

Search: “adrenal AND computed tomography”

27 studies found.

WHO International Clinical Trials Registry Platform

http://apps.who.int/trialsearch/

Search: “adrenal AND computed tomography”

4 trials found.

Scientific abstracts

Up to date as of March 5, 2016. Titles and abstracts highlighted by search criteria below were screened; abstracts potentially meeting inclusion criteria were counted.

RSNA 2015 MEETING- search “dual-energy”

https://rsna2015.rsna.org/program/?PAGE=7

2 abstracts

RSNA 2014 MEETING- search “dual-energy”

http://rsna2014.rsna.org/program/?PAGE=8

0 abstracts

RSNA 2013 MEETING- search “dual-energy”

http://rsna2013.rsna.org/program/?PAGE=6

0 abstracts

ARRS 2015 MEETING- search “dual-energy”

http://cf.arrs.org/abstracts/

0 abstracts

ECR 2015 MEETING- https://www.myesr.org/cms/website.php?id=/en/ecr_2015/ecr_2015_boa.htm

Search “Adrenal”-

0 abstracts

ECR 2014 MEETING-

https://www.myesr.org/cms/website.php?id=/en/ecr_2014/ecr_2014_book_of_abstracts.htm

Search “Adrenal”

0 abstracts

ECR 2013 MEETING-

https://www.myesr.org/cms/website.php?id=/30047/en/ecr_2013/book_of_abstracts.htm

Search “Adrenal”

0 abstracts

Appendix 2

Table 5 Exclusions made at the full text review level (including abstracts) with reason for exclusion

Appendix 3

Table 6 Quality assessment tool for diagnostic accuracy studies 2

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Connolly, M.J., McInnes, M.D.F., El-Khodary, M. et al. Diagnostic accuracy of virtual non-contrast enhanced dual-energy CT for diagnosis of adrenal adenoma: A systematic review and meta-analysis. Eur Radiol 27, 4324–4335 (2017). https://doi.org/10.1007/s00330-017-4785-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00330-017-4785-0

Keywords

Navigation