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Published in: Cancer Imaging 1/2024

Open Access 01-12-2024 | Research article

Applying ONCO-RADS to whole-body MRI cancer screening in a retrospective cohort of asymptomatic individuals

Authors: Yong-Sin Hu, Chia-An Wu, Dao-Chen Lin, Po-Wei Lin, Han-Jui Lee, Lo-Yi Lin, Chung-Jung Lin

Published in: Cancer Imaging | Issue 1/2024

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Abstract

Background

Whole-body magnetic resonance imaging (WB-MRI) has emerged as a valuable tool for cancer detection. This study evaluated the prevalence rates of cancer in asymptomatic individuals undergoing WB-MRI according to the Oncologically Relevant Findings Reporting and Data System (ONCO-RADS) classifications in order to assess the reliability of the classification method.

Methods

We retrospectively enrolled 2064 asymptomatic individuals who participated in a WB-MRI cancer screening program between 2017 and 2022. WB-MRI was acquired on a 3-T system with a standard protocol, including regional multisequence and gadolinium-based contrast agent-enhanced oncologic MRI. Results of further examinations, including additional imaging and histopathology examinations, performed at our institute were used to validate the WB-MRI findings. Two radiologists blinded to the clinical outcome classified the WB-MRI findings according to the ONCO–RADS categories as follows: 1 (normal), 2 (benign finding highly likely), 3 (benign finding likely), 4 (malignant finding likely), and 5 (malignant finding highly likely). Firth logistic regression analysis was performed to determine the associations between participant characteristics and findings of ONCO-RADS category ≥ 4.

Results

Of the 2064 participants with median age of 55 years, 1120 (54.3%) were men, 43 (2.1%) had findings of ONCO-RADS category ≥ 4, and 24 (1.2%) had confirmed cancer. The cancer prevalence rates were 0.1%, 5.4%, 42.9%, and 75% for ONCO-RADS categories 2, 3, 4, and 5, respectively. In the multivariable model, older age (OR: 1.035, p = 0.029) and history of hypertension (OR: 2.051, p = 0.026), hepatitis B carrier (OR: 2.584, p = 0.013), or prior surgery (OR: 3.787, p < 0.001) were independently associated with the findings for ONCO-RADS category ≥ 4.

Conclusions

The ONCO-RADS categories for cancer risk stratification were validated and found to be positively correlated with cancer risk. The application of ONCO-RADS facilitates risk-based management after WB-MRI for cancer screening.
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Literature
1.
go back to reference Tabori U, Hansford JR, Achatz MI, Kratz CP, Plon SE, Frebourg T, et al. Clinical Management and Tumor Surveillance Recommendations of Inherited Mismatch Repair Deficiency in Childhood. Clin Cancer Res. 2017;23(11):e32–7.CrossRefPubMed Tabori U, Hansford JR, Achatz MI, Kratz CP, Plon SE, Frebourg T, et al. Clinical Management and Tumor Surveillance Recommendations of Inherited Mismatch Repair Deficiency in Childhood. Clin Cancer Res. 2017;23(11):e32–7.CrossRefPubMed
2.
go back to reference Rednam SP, Erez A, Druker H, Janeway KA, Kamihara J, Kohlmann WK, et al. Von Hippel-Lindau and Hereditary Pheochromocytoma/Paraganglioma Syndromes: clinical features, Genetics, and Surveillance recommendations in Childhood. Clin Cancer Res. 2017;23(12):e68–e75.CrossRefPubMed Rednam SP, Erez A, Druker H, Janeway KA, Kamihara J, Kohlmann WK, et al. Von Hippel-Lindau and Hereditary Pheochromocytoma/Paraganglioma Syndromes: clinical features, Genetics, and Surveillance recommendations in Childhood. Clin Cancer Res. 2017;23(12):e68–e75.CrossRefPubMed
3.
go back to reference Villani A, Shore A, Wasserman JD, Stephens D, Kim RH, Druker H, et al. Biochemical and imaging surveillance in germline TP53 mutation carriers with Li-Fraumeni syndrome: 11 year follow-up of a prospective observational study. Lancet Oncol. 2016;17(9):1295–305.CrossRefPubMed Villani A, Shore A, Wasserman JD, Stephens D, Kim RH, Druker H, et al. Biochemical and imaging surveillance in germline TP53 mutation carriers with Li-Fraumeni syndrome: 11 year follow-up of a prospective observational study. Lancet Oncol. 2016;17(9):1295–305.CrossRefPubMed
4.
go back to reference Ahlawat S, Debs P, Amini B, Lecouvet FE, Omoumi P, Wessell DE. Clinical applications and controversies of whole-body MRI: AJR Expert Panel Narrative Review. AJR Am J Roentgenol 2023:1–13. Ahlawat S, Debs P, Amini B, Lecouvet FE, Omoumi P, Wessell DE. Clinical applications and controversies of whole-body MRI: AJR Expert Panel Narrative Review. AJR Am J Roentgenol 2023:1–13.
5.
go back to reference Zugni F, Padhani AR, Koh DM, Summers PE, Bellomi M, Petralia G. Whole-body magnetic resonance imaging (WB-MRI) for cancer screening in asymptomatic subjects of the general population: review and recommendations. Cancer Imaging. 2020;20(1):34.CrossRefPubMedPubMedCentral Zugni F, Padhani AR, Koh DM, Summers PE, Bellomi M, Petralia G. Whole-body magnetic resonance imaging (WB-MRI) for cancer screening in asymptomatic subjects of the general population: review and recommendations. Cancer Imaging. 2020;20(1):34.CrossRefPubMedPubMedCentral
6.
go back to reference Cieszanowski A, Maj E, Kulisiewicz P, Grudzinski IP, Jakoniuk-Glodala K, Chlipala-Nitek I, et al. Non-contrast-enhanced whole-body magnetic resonance imaging in the general population: the incidence of abnormal findings in patients 50 years old and younger compared to older subjects. PLoS ONE. 2014;9(9):e107840.CrossRefPubMedPubMedCentralADS Cieszanowski A, Maj E, Kulisiewicz P, Grudzinski IP, Jakoniuk-Glodala K, Chlipala-Nitek I, et al. Non-contrast-enhanced whole-body magnetic resonance imaging in the general population: the incidence of abnormal findings in patients 50 years old and younger compared to older subjects. PLoS ONE. 2014;9(9):e107840.CrossRefPubMedPubMedCentralADS
7.
go back to reference Donner Y, Fortney K, Calimport SR, Pfleger K, Shah M, Betts-LaCroix J. Great Desire for Extended Life and Health amongst the American Public. Front Genet. 2015;6:353.PubMed Donner Y, Fortney K, Calimport SR, Pfleger K, Shah M, Betts-LaCroix J. Great Desire for Extended Life and Health amongst the American Public. Front Genet. 2015;6:353.PubMed
8.
go back to reference Petralia G, Koh DM, Attariwala R, Busch JJ, Eeles R, Karow D, et al. Oncologically relevant Findings Reporting and Data System (ONCO-RADS): guidelines for the Acquisition, Interpretation, and reporting of whole-body MRI for Cancer Screening. Radiology. 2021;299(3):494–507.CrossRefPubMed Petralia G, Koh DM, Attariwala R, Busch JJ, Eeles R, Karow D, et al. Oncologically relevant Findings Reporting and Data System (ONCO-RADS): guidelines for the Acquisition, Interpretation, and reporting of whole-body MRI for Cancer Screening. Radiology. 2021;299(3):494–507.CrossRefPubMed
9.
go back to reference Goehde SC, Hunold P, Vogt FM, Ajaj W, Goyen M, Herborn CU, et al. Full-body cardiovascular and tumor MRI for early detection of disease: feasibility and initial experience in 298 subjects. AJR Am J Roentgenol. 2005;184(2):598–611.CrossRefPubMed Goehde SC, Hunold P, Vogt FM, Ajaj W, Goyen M, Herborn CU, et al. Full-body cardiovascular and tumor MRI for early detection of disease: feasibility and initial experience in 298 subjects. AJR Am J Roentgenol. 2005;184(2):598–611.CrossRefPubMed
10.
go back to reference Davenport MS. Incidental findings and low-value care. AJR Am J Roentgenol 2023. Davenport MS. Incidental findings and low-value care. AJR Am J Roentgenol 2023.
11.
go back to reference Hegenscheid K, Seipel R, Schmidt CO, Völzke H, Kühn JP, Biffar R, et al. Potentially relevant incidental findings on research whole-body MRI in the general adult population: frequencies and management. Eur Radiol. 2013;23(3):816–26.CrossRefPubMed Hegenscheid K, Seipel R, Schmidt CO, Völzke H, Kühn JP, Biffar R, et al. Potentially relevant incidental findings on research whole-body MRI in the general adult population: frequencies and management. Eur Radiol. 2013;23(3):816–26.CrossRefPubMed
12.
go back to reference Saya S, Killick E, Thomas S, Taylor N, Bancroft EK, Rothwell J, et al. Baseline results from the UK SIGNIFY study: a whole-body MRI screening study in TP53 mutation carriers and matched controls. Fam Cancer. 2017;16(3):433–40.CrossRefPubMedPubMedCentral Saya S, Killick E, Thomas S, Taylor N, Bancroft EK, Rothwell J, et al. Baseline results from the UK SIGNIFY study: a whole-body MRI screening study in TP53 mutation carriers and matched controls. Fam Cancer. 2017;16(3):433–40.CrossRefPubMedPubMedCentral
13.
go back to reference Lee SY, Park HJ, Kim MS, Rho MH, Han CH. An initial experience with the use of whole body MRI for cancer screening and regular health checks. PLoS ONE. 2018;13(11):e0206681.CrossRefPubMedPubMedCentral Lee SY, Park HJ, Kim MS, Rho MH, Han CH. An initial experience with the use of whole body MRI for cancer screening and regular health checks. PLoS ONE. 2018;13(11):e0206681.CrossRefPubMedPubMedCentral
14.
go back to reference Morin SH, Cobbold JF, Lim AK, Eliahoo J, Thomas EL, Mehta SR, et al. Incidental findings in healthy control research subjects using whole-body MRI. Eur J Radiol. 2009;72(3):529–33.CrossRefPubMed Morin SH, Cobbold JF, Lim AK, Eliahoo J, Thomas EL, Mehta SR, et al. Incidental findings in healthy control research subjects using whole-body MRI. Eur J Radiol. 2009;72(3):529–33.CrossRefPubMed
15.
go back to reference Ramsey SD, Yoon P, Moonesinghe R, Khoury MJ. Population-based study of the prevalence of family history of cancer: implications for cancer screening and prevention. Genet Med. 2006;8(9):571–5.CrossRefPubMedPubMedCentral Ramsey SD, Yoon P, Moonesinghe R, Khoury MJ. Population-based study of the prevalence of family history of cancer: implications for cancer screening and prevention. Genet Med. 2006;8(9):571–5.CrossRefPubMedPubMedCentral
16.
go back to reference Gibson LM, Paul L, Chappell FM, Macleod M, Whiteley WN, Al-Shahi Salman R, et al. Potentially serious incidental findings on brain and body magnetic resonance imaging of apparently asymptomatic adults: systematic review and meta-analysis. BMJ. 2018;363:k4577.CrossRefPubMedPubMedCentral Gibson LM, Paul L, Chappell FM, Macleod M, Whiteley WN, Al-Shahi Salman R, et al. Potentially serious incidental findings on brain and body magnetic resonance imaging of apparently asymptomatic adults: systematic review and meta-analysis. BMJ. 2018;363:k4577.CrossRefPubMedPubMedCentral
17.
go back to reference Lo GG, Ai V, Au-Yeung KM, Chan JK, Li KW, Chien D. Magnetic resonance whole body imaging at 3 Tesla: feasibility and findings in a cohort of asymptomatic medical doctors. Hong Kong Med J. 2008;14(2):90–6.PubMed Lo GG, Ai V, Au-Yeung KM, Chan JK, Li KW, Chien D. Magnetic resonance whole body imaging at 3 Tesla: feasibility and findings in a cohort of asymptomatic medical doctors. Hong Kong Med J. 2008;14(2):90–6.PubMed
18.
go back to reference Basar Y, Alis D, Tekcan Sanli DE, Akbas T, Karaarslan E. Whole-body MRI for preventive health screening: management strategies and clinical implications. Eur J Radiol. 2021;137:109584.CrossRefPubMed Basar Y, Alis D, Tekcan Sanli DE, Akbas T, Karaarslan E. Whole-body MRI for preventive health screening: management strategies and clinical implications. Eur J Radiol. 2021;137:109584.CrossRefPubMed
19.
go back to reference Hoang JK, Langer JE, Middleton WD, Wu CC, Hammers LW, Cronan JJ, et al. Managing incidental thyroid nodules detected on imaging: white paper of the ACR Incidental thyroid findings Committee. J Am Coll Radiol. 2015;12(2):143–50.CrossRefPubMed Hoang JK, Langer JE, Middleton WD, Wu CC, Hammers LW, Cronan JJ, et al. Managing incidental thyroid nodules detected on imaging: white paper of the ACR Incidental thyroid findings Committee. J Am Coll Radiol. 2015;12(2):143–50.CrossRefPubMed
20.
go back to reference MacMahon H, Naidich DP, Goo JM, Lee KS, Leung ANC, Mayo JR, et al. Guidelines for management of Incidental Pulmonary nodules detected on CT images: from the Fleischner Society 2017. Radiology. 2017;284(1):228–43.CrossRefPubMed MacMahon H, Naidich DP, Goo JM, Lee KS, Leung ANC, Mayo JR, et al. Guidelines for management of Incidental Pulmonary nodules detected on CT images: from the Fleischner Society 2017. Radiology. 2017;284(1):228–43.CrossRefPubMed
Metadata
Title
Applying ONCO-RADS to whole-body MRI cancer screening in a retrospective cohort of asymptomatic individuals
Authors
Yong-Sin Hu
Chia-An Wu
Dao-Chen Lin
Po-Wei Lin
Han-Jui Lee
Lo-Yi Lin
Chung-Jung Lin
Publication date
01-12-2024
Publisher
BioMed Central
Published in
Cancer Imaging / Issue 1/2024
Electronic ISSN: 1470-7330
DOI
https://doi.org/10.1186/s40644-024-00665-z

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