Differentiating between adrenocortical carcinoma and lipid-poor cortical adenoma: A novel cross-sectional imaging-based score

被引:10
|
作者
Yalon, Tal [1 ]
Yalon, Mariana [2 ]
Assaf, Dan [3 ]
Lenartowicz, Karina [1 ]
Foster, Trenton [1 ]
Lyden, Melanie [1 ]
Dy, Benzon [1 ]
Bancos, Irina [4 ]
McKenzie, Travis [1 ]
机构
[1] Mayo Clin, Endocrine Surg, Rochester, MN USA
[2] Mayo Clin, Dept Radiol, CT Clin Innovat Ctr, Rochester, MN USA
[3] Chaim Sheba Med Ctr, Ramat Gan, Israel
[4] Mayo Clin, Div Endocrinol, Rochester, MN USA
关键词
CHEMICAL-SHIFT MRI; ADRENAL MASSES; EUROPEAN NETWORK; UNENHANCED CT; DIAGNOSIS; MANAGEMENT; INCIDENTALOMAS; COLLABORATION; SOCIETY; BENIGN;
D O I
10.1016/j.surg.2022.07.029
中图分类号
R61 [外科手术学];
学科分类号
摘要
Background: Discrimination between adrenocortical carcinoma and lipid-poor cortical adenoma preoperatively is frequently difficult as these two entities have overlapping imaging characteristics. Differentiation will allow for the selection of the most appropriate operative approach and may help prevent over-treatment. We aimed to identify imaging features that could preoperatively differentiate adrenocortical carcinoma from lipid-poor cortical adenoma and use them in a novel imaging-based score. Methods: We conducted a retrospective analysis of patients with pathologically proven adrenocortical carcinoma and lipid-poor cortical adenoma who underwent resection in a single tertiary referral center between March 1998 and August 2020. The inclusion criteriawere diameter >1 cm, attenuation >10 Hounsfield units on nonenhanced computed tomography, and histopathologic diagnosis. Patients with metastatic or locally advanced adrenocortical carcinoma adenoma (stages 3-4) were excluded. We developed a score using binary logistic multivariate regression model in 5-fold derivation (similar to 70%) cohorts with stepwise backward conditional regression as feature selection. Standardized mean regression weight was used as variable score points. Results: We identified 232 adrenals resected across 211 patients. By comparing the imaging characteristics of adrenocortical carcinoma (n = 56) and lipid-poor cortical adenoma (n = 156), we revealed statistically significant differences between the groups in 9 parameters: size, attenuation, thin and thick rim enhancement patterns, heterogeneity, calcification, necrosis, fat infiltration, and lymph node prominence. The score mean performance was 100% sensitivity for the exclusion of adrenocortical carcinoma, 80% specificity (95% confidence interval, 68.3-91.5), 66% positive predictive value (95% confidence interval, 52.3-78.7), and 100% negative predictive value with area under the curve of 0.974. Conclusion: We defined and evaluated a novel 9-variable, imaging-based score. This score outperformed any single variable and could facilitate safe preoperative discrimination of adrenocortical carcinoma and lipid-poor cortical adenoma. (c) 2022 Elsevier Inc. All rights reserved.
引用
收藏
页码:35 / 42
页数:8
相关论文
共 50 条
  • [21] Association between indicators of visceral lipid accumulation and infertility: a cross-sectional study based on US women
    Deng, Chenyuan
    Ke, Xinpeng
    Lin, Liangcai
    Fan, Yong
    Li, Chaohui
    LIPIDS IN HEALTH AND DISEASE, 2024, 23 (01)
  • [22] Relationship between blood-based inflammatory indices and clinical score of schizophrenia patients: A cross-sectional study
    Mojadadi, Mohammad-Shafi
    Mahjour, Mojtaba
    Fahimi, Hossein
    Raoofi, Amir
    Shobeiri, Saeideh Sadat
    BEHAVIOURAL BRAIN RESEARCH, 2024, 460
  • [23] Association between magnesium deficiency score and sleep quality in adults: A population-based cross-sectional study
    Luo, Xiaomin
    Tang, Min
    Wei, Xiaohui
    Peng, Yongde
    JOURNAL OF AFFECTIVE DISORDERS, 2024, 358 : 105 - 112
  • [24] Exploring the link between self-rated poor oral health and cardiovascular risk: a cross-sectional study using SCORE2
    Nymberg, Peter
    Milos-Nymberg, Veronica
    Grundberg, Anton
    Oscarson, Nils
    Stenman, Emelie
    Sundquist, Kristina
    BMC ORAL HEALTH, 2025, 25 (01):
  • [25] Size-focality-invasion in upper tract urothelial carcinoma (SFI-UTUC): A novel imaging-based score to predict survival outcomes
    Hamilton, Zachary
    Haifler, Miki
    Krabbe, Laura-Maria
    Ryan, Stephen
    Reddy, Madhumitha
    Berquist, Sean
    Clinton, Timothy N.
    Bloch, Aaron
    Field, Charles
    Patel, Sunil
    Cotta, Brittney
    Margulis, Vitaly
    Uzzo, Robert
    Derweesh, Ithaar
    JOURNAL OF CLINICAL ONCOLOGY, 2018, 36 (06)
  • [26] Exploring the link between a novel approach for computer aided lung sound analysis and imaging biomarkers: a cross-sectional study
    Lauwers, Eline
    Stas, Toon
    Mclane, Ian
    Snoeckx, Annemiek
    Van Hoorenbeeck, Kim
    De Backer, Wilfried
    Ides, Kris
    Steckel, Jan
    Verhulst, Stijn
    RESPIRATORY RESEARCH, 2024, 25 (01)
  • [27] Evaluating Scholars' Impact and Influence: Cross-sectional Study of the Correlation Between a Novel Social Media-Based Score and an Author-Level Citation Metric
    Silva, Lucas Oliveira J. E.
    Maldonado, Graciela
    Brigham, Tara
    Mullan, Aidan F.
    Utengen, Audun
    Cabrera, Daniel
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2021, 23 (05)
  • [28] Association between visceral lipid accumulation indicators and gallstones: a cross-sectional study based on NHANES 2017-2020
    Wu, Weigen
    Pei, Yuchen
    Wang, Junlong
    Liang, Qizhi
    Chen, Wei
    LIPIDS IN HEALTH AND DISEASE, 2024, 23 (01)
  • [29] Association between lipid accumulation product and chronic obstructive pulmonary disease: a cross-sectional study based on US adults
    Hua, Xingshi
    Liu, Ying
    Xiao, Xiaoyu
    FRONTIERS IN NUTRITION, 2025, 11
  • [30] Association Between Lipid Biomarkers, Physical Activity, and Socioeconomic Status in a Population-Based Cross-Sectional Study in the UK
    Brown H.
    Becker F.
    Antwi K.
    Sports Medicine - Open, 2016, 2 (1)