Ga Eun Park, Seungsoo Lee, Eun Jeong Min, Sung Hun Kim
{"title":"乳腺MRI预测乳房x光检查显示残留钙化的乳腺癌患者完成新辅助化疗后的病理完全缓解。","authors":"Ga Eun Park, Seungsoo Lee, Eun Jeong Min, Sung Hun Kim","doi":"10.3346/jkms.2025.40.e248","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Determining an appropriate surgical strategy for breast cancer patients with residual suspicious calcifications following neoadjuvant chemotherapy (NAC) remains challenging. Suspicious calcifications often persist on post-treatment mammography, irrespective of tumor viability. This study aimed to identify key predictors of pathologic complete response (pCR) and evaluate the optimal surgical approach for this specific patient cohort.</p><p><strong>Methods: </strong>A retrospective analysis was conducted on breast cancer patients who presented with residual suspicious calcifications on mammography after NAC but demonstrated a radiologic response on magnetic resonance imaging (MRI), classified as complete (CR) or partial (PR) response. Two radiologists, blinded to pathology results, assessed mammography and MRI findings. Molecular subtypes were classified based on hormone receptor (HR) and human epidermal growth factor receptor 2 (HER2) status as HR+/HER2-, HR+/HER2+, HR-/HER2+, and triple-negative breast cancer (TNBC). Multivariable regression analysis with an Elastic Net penalty was performed to identify independent predictors of pCR. Diagnostic performance metrics, including sensitivity, specificity, and accuracy, were analyzed by molecular subtypes.</p><p><strong>Results: </strong>A total of 243 patients, with a mean age of 50.7 years, were included. The overall pCR rate was 33.7%, with HR-/HER2+ demonstrating the highest pCR rate (59.1%) and HR+/HER2- the lowest (3.8%). Multivariable regression analysis identified CR on MRI (compared to PR; odds ratio [OR], 3.13; <i>P</i> = 0.015) and HR-/HER2+ subtype (compared to HR+/HER2-; OR, 29.7; <i>P</i> = 0.005) as significant predictors of pCR. Diagnostic performance metrics of MRI varied by molecular subtype: sensitivity was highest in TNBC (87%) and lowest in HR-/HER2+ (70.4%), while specificity was highest in HR+/HER2- (100%) and lowest in HR-/HER2+ (48.7%). Accuracy was highest in HR+/HER2- (80.8%) and TNBC (78.9%), with lower accuracy in HR+/HER2+ (72.4%) and HR-/HER2+ (57.6%).</p><p><strong>Conclusion: </strong>Post-treatment MRI response and molecular subtypes are significant predictors of pCR in breast cancer patients with suspicious calcifications after NAC. Nevertheless, complete surgical excision of the calcifications remains advised, particularly for the HR+/HER2- due to the lowest pCR rate and for the HR-/HER2+ due to suboptimal MRI accuracy, despite its highest pCR rate.</p>","PeriodicalId":16249,"journal":{"name":"Journal of Korean Medical Science","volume":"40 39","pages":"e248"},"PeriodicalIF":2.3000,"publicationDate":"2025-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12518758/pdf/","citationCount":"0","resultStr":"{\"title\":\"Predicting Pathologic Complete Response Using Breast MRI After Completion of Neoadjuvant Chemotherapy in Breast Cancer Patients With Residual Calcifications on Mammography.\",\"authors\":\"Ga Eun Park, Seungsoo Lee, Eun Jeong Min, Sung Hun Kim\",\"doi\":\"10.3346/jkms.2025.40.e248\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Determining an appropriate surgical strategy for breast cancer patients with residual suspicious calcifications following neoadjuvant chemotherapy (NAC) remains challenging. Suspicious calcifications often persist on post-treatment mammography, irrespective of tumor viability. This study aimed to identify key predictors of pathologic complete response (pCR) and evaluate the optimal surgical approach for this specific patient cohort.</p><p><strong>Methods: </strong>A retrospective analysis was conducted on breast cancer patients who presented with residual suspicious calcifications on mammography after NAC but demonstrated a radiologic response on magnetic resonance imaging (MRI), classified as complete (CR) or partial (PR) response. Two radiologists, blinded to pathology results, assessed mammography and MRI findings. Molecular subtypes were classified based on hormone receptor (HR) and human epidermal growth factor receptor 2 (HER2) status as HR+/HER2-, HR+/HER2+, HR-/HER2+, and triple-negative breast cancer (TNBC). Multivariable regression analysis with an Elastic Net penalty was performed to identify independent predictors of pCR. Diagnostic performance metrics, including sensitivity, specificity, and accuracy, were analyzed by molecular subtypes.</p><p><strong>Results: </strong>A total of 243 patients, with a mean age of 50.7 years, were included. The overall pCR rate was 33.7%, with HR-/HER2+ demonstrating the highest pCR rate (59.1%) and HR+/HER2- the lowest (3.8%). Multivariable regression analysis identified CR on MRI (compared to PR; odds ratio [OR], 3.13; <i>P</i> = 0.015) and HR-/HER2+ subtype (compared to HR+/HER2-; OR, 29.7; <i>P</i> = 0.005) as significant predictors of pCR. Diagnostic performance metrics of MRI varied by molecular subtype: sensitivity was highest in TNBC (87%) and lowest in HR-/HER2+ (70.4%), while specificity was highest in HR+/HER2- (100%) and lowest in HR-/HER2+ (48.7%). Accuracy was highest in HR+/HER2- (80.8%) and TNBC (78.9%), with lower accuracy in HR+/HER2+ (72.4%) and HR-/HER2+ (57.6%).</p><p><strong>Conclusion: </strong>Post-treatment MRI response and molecular subtypes are significant predictors of pCR in breast cancer patients with suspicious calcifications after NAC. Nevertheless, complete surgical excision of the calcifications remains advised, particularly for the HR+/HER2- due to the lowest pCR rate and for the HR-/HER2+ due to suboptimal MRI accuracy, despite its highest pCR rate.</p>\",\"PeriodicalId\":16249,\"journal\":{\"name\":\"Journal of Korean Medical Science\",\"volume\":\"40 39\",\"pages\":\"e248\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2025-10-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12518758/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Korean Medical Science\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.3346/jkms.2025.40.e248\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MEDICINE, GENERAL & INTERNAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Korean Medical Science","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3346/jkms.2025.40.e248","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
引用次数: 0
摘要
背景:对于新辅助化疗(NAC)后残留可疑钙化的乳腺癌患者,确定合适的手术策略仍然具有挑战性。在治疗后的乳房x光检查中,不论肿瘤是否存活,可疑的钙化常持续存在。本研究旨在确定病理完全缓解(pCR)的关键预测因素,并评估这一特定患者队列的最佳手术方法。方法:回顾性分析NAC术后乳房x线摄影显示可疑钙化残留,但磁共振成像(MRI)表现为完全(CR)或部分(PR)反应的乳腺癌患者。两名不知道病理结果的放射科医生评估了乳房x光检查和MRI结果。根据激素受体(HR)和人表皮生长因子受体2 (HER2)的状态将分子亚型分为HR+/HER2-、HR+/HER2+、HR-/HER2+和三阴性乳腺癌(TNBC)。采用弹性网惩罚进行多变量回归分析,以确定pCR的独立预测因子。诊断性能指标,包括敏感性、特异性和准确性,按分子亚型进行分析。结果:共纳入243例患者,平均年龄50.7岁。总pCR率为33.7%,其中HR-/HER2+ pCR率最高(59.1%),HR+/HER2- pCR率最低(3.8%)。多变量回归分析发现MRI上的CR(与PR相比,比值比[OR], 3.13; P = 0.015)和HR-/HER2+亚型(与HR+/HER2-相比,比值比为29.7;P = 0.005)是pCR的重要预测因子。MRI诊断性能指标因分子亚型而异:TNBC的敏感性最高(87%),HR-/HER2+的敏感性最低(70.4%),而HR+/HER2-的特异性最高(100%),HR-/HER2+的特异性最低(48.7%)。准确率最高的是HR+/HER2-(80.8%)和TNBC(78.9%),准确率较低的是HR+/HER2+(72.4%)和HR-/HER2+(57.6%)。结论:乳腺癌NAC术后可疑钙化患者治疗后MRI反应和分子亚型是pCR的重要预测因子。尽管如此,仍然建议完全手术切除钙化,特别是HR+/HER2-,因为其pCR率最低,HR-/HER2+,尽管其pCR率最高,但MRI准确性不理想。
Predicting Pathologic Complete Response Using Breast MRI After Completion of Neoadjuvant Chemotherapy in Breast Cancer Patients With Residual Calcifications on Mammography.
Background: Determining an appropriate surgical strategy for breast cancer patients with residual suspicious calcifications following neoadjuvant chemotherapy (NAC) remains challenging. Suspicious calcifications often persist on post-treatment mammography, irrespective of tumor viability. This study aimed to identify key predictors of pathologic complete response (pCR) and evaluate the optimal surgical approach for this specific patient cohort.
Methods: A retrospective analysis was conducted on breast cancer patients who presented with residual suspicious calcifications on mammography after NAC but demonstrated a radiologic response on magnetic resonance imaging (MRI), classified as complete (CR) or partial (PR) response. Two radiologists, blinded to pathology results, assessed mammography and MRI findings. Molecular subtypes were classified based on hormone receptor (HR) and human epidermal growth factor receptor 2 (HER2) status as HR+/HER2-, HR+/HER2+, HR-/HER2+, and triple-negative breast cancer (TNBC). Multivariable regression analysis with an Elastic Net penalty was performed to identify independent predictors of pCR. Diagnostic performance metrics, including sensitivity, specificity, and accuracy, were analyzed by molecular subtypes.
Results: A total of 243 patients, with a mean age of 50.7 years, were included. The overall pCR rate was 33.7%, with HR-/HER2+ demonstrating the highest pCR rate (59.1%) and HR+/HER2- the lowest (3.8%). Multivariable regression analysis identified CR on MRI (compared to PR; odds ratio [OR], 3.13; P = 0.015) and HR-/HER2+ subtype (compared to HR+/HER2-; OR, 29.7; P = 0.005) as significant predictors of pCR. Diagnostic performance metrics of MRI varied by molecular subtype: sensitivity was highest in TNBC (87%) and lowest in HR-/HER2+ (70.4%), while specificity was highest in HR+/HER2- (100%) and lowest in HR-/HER2+ (48.7%). Accuracy was highest in HR+/HER2- (80.8%) and TNBC (78.9%), with lower accuracy in HR+/HER2+ (72.4%) and HR-/HER2+ (57.6%).
Conclusion: Post-treatment MRI response and molecular subtypes are significant predictors of pCR in breast cancer patients with suspicious calcifications after NAC. Nevertheless, complete surgical excision of the calcifications remains advised, particularly for the HR+/HER2- due to the lowest pCR rate and for the HR-/HER2+ due to suboptimal MRI accuracy, despite its highest pCR rate.
期刊介绍:
The Journal of Korean Medical Science (JKMS) is an international, peer-reviewed Open Access journal of medicine published weekly in English. The Journal’s publisher is the Korean Academy of Medical Sciences (KAMS), Korean Medical Association (KMA). JKMS aims to publish evidence-based, scientific research articles from various disciplines of the medical sciences. The Journal welcomes articles of general interest to medical researchers especially when they contain original information. Articles on the clinical evaluation of drugs and other therapies, epidemiologic studies of the general population, studies on pathogenic organisms and toxic materials, and the toxicities and adverse effects of therapeutics are welcome.