Prospective Evaluation of Contrast-enhanced Mammography for Early Prediction of Pathologic Response after Neoadjuvant Therapy

Purpose To assess whether changes in contrast-enhanced mammography (CEM)-derived lesion measurements after the first cycle of neoadjuvant therapy (NAT) can predict pathologic complete response (pCR) in individuals with breast cancer. Materials and Methods This prospective single-center pilot study enrolled consecutive participants with breast cancer treated with NAT who underwent CEM at baseline (May 2018 to December 2018). CEM was performed before and after the first cycle of NAT. Two breast radiologists independently evaluated the percentage change in the longest dimension of the lesion (CLD) and Response Evaluation Criteria in Solid Tumors (RECIST) 1.1 criteria at CEM. Multivariable logistic regression was used to identify independent predictors of pCR, and predictive performance was assessed using area under the receiver operating characteristic curve (AUC). Results Thirty-six participants (mean age ± SD, 48 years ± 10.3) were included; 11 (30.5%) participants achieved pCR. A CLD of at least 20.93% independently predicted pCR (odds ratio, 9.52; 95% CI: 1.34, 67.23; <i>P</i> = .02), achieving a sensitivity of 73% (eight of 11) and a specificity of 88% (22 of 25). Response according to RECIST 1.1 criteria was not associated with pCR (odds ratio, 3.22; 95% CI: 0.46, 22.53; <i>P</i> = .24). In participants with hormone-receptor negative breast cancer, a CLD of at least 20.93% was associated with a higher likelihood of pCR (odds ratio, 40.00; 95% CI: 2.01, 794.27; <i>P</i> = .005) and had an AUC of 0.86 (95% CI: 0.65, >0.99; <i>P</i> = .005). Conclusion CLD at CEM after the first cycle of NAT may be an early predictor of pCR in individuals with breast cancer. <b>Keywords:</b> Breast, Tumor Response, Mammography, Oncology, Neoadjuvant Therapy, Radiographic Image Enhancement, Pathologic Complete Response, Breast Tumor <i>Supplemental material is available for this article.</i> © RSNA, 2025.

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Journal
Radiology Imaging Cancer
Published
2025-05-01
DOI
https://doi.org/10.1148/rycan.240117
Citations
2
Primary Topic
Breast Cancer Treatment Studies
Type
article
Field-Weighted Citation Impact
1.87
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article

Prospective Evaluation of Contrast-enhanced Mammography for Early Prediction of Pathologic Response after Neoadjuvant Therapy

Lígia Pires‐Gonçalves, Rui Henrique, Conceição Leal, Miguel Henriques Abreu et al.
2 citations
Radiology Imaging Cancer
Breast Cancer Treatment Studies
1.87
article

Prospective Evaluation of Contrast-enhanced Mammography for Early Prediction of Pathologic Response after Neoadjuvant Therapy

Lígia Pires‐Gonçalves, Rui Henrique, Conceição Leal, Miguel Henriques Abreu, Ana Teresa Aguiar, António Guimarães-Santos
article en
2 citations

Abstract

Purpose To assess whether changes in contrast-enhanced mammography (CEM)-derived lesion measurements after the first cycle of neoadjuvant therapy (NAT) can predict pathologic complete response (pCR) in individuals with breast cancer. Materials and Methods This prospective single-center pilot study enrolled consecutive participants with breast cancer treated with NAT who underwent CEM at baseline (May 2018 to December 2018). CEM was performed before and after the first cycle of NAT. Two breast radiologists independently evaluated the percentage change in the longest dimension of the lesion (CLD) and Response Evaluation Criteria in Solid Tumors (RECIST) 1.1 criteria at CEM. Multivariable logistic regression was used to identify independent predictors of pCR, and predictive performance was assessed using area under the receiver operating characteristic curve (AUC). Results Thirty-six participants (mean age ± SD, 48 years ± 10.3) were included; 11 (30.5%) participants achieved pCR. A CLD of at least 20.93% independently predicted pCR (odds ratio, 9.52; 95% CI: 1.34, 67.23; <i>P</i> = .02), achieving a sensitivity of 73% (eight of 11) and a specificity of 88% (22 of 25). Response according to RECIST 1.1 criteria was not associated with pCR (odds ratio, 3.22; 95% CI: 0.46, 22.53; <i>P</i> = .24). In participants with hormone-receptor negative breast cancer, a CLD of at least 20.93% was associated with a higher likelihood of pCR (odds ratio, 40.00; 95% CI: 2.01, 794.27; <i>P</i> = .005) and had an AUC of 0.86 (95% CI: 0.65, >0.99; <i>P</i> = .005). Conclusion CLD at CEM after the first cycle of NAT may be an early predictor of pCR in individuals with breast cancer. <b>Keywords:</b> Breast, Tumor Response, Mammography, Oncology, Neoadjuvant Therapy, Radiographic Image Enhancement, Pathologic Complete Response, Breast Tumor <i>Supplemental material is available for this article.</i> © RSNA, 2025.

Radiology Imaging CancerVol. 7(3)
Universidade do Porto (PT), IPO Porto (PT)
Good health and well-being
Openalex Percentile: Top 14%
Breast Cancer Treatment Studies
1.87
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