{"title":"免疫组织化学标志物与双点F-18氟脱氧葡萄糖PET-CT治疗初治局部晚期乳腺癌患者的纹理特征的相关性","authors":"Komal Bishnoi, Kanhaiyalal Agrawal, Girish Kumar Parida, Saroj Kumar Das Majumdar, Pritinanda Mishra, Dillip Kumar Muduly, Biswa Mohan Padhy","doi":"10.1097/MNM.0000000000002042","DOIUrl":null,"url":null,"abstract":"<p><strong>Aim: </strong>Radiomics is an emerging field in medical imaging that leverages advanced computational algorithms to extract textural characteristics from medical images. It promises to transform breast cancer management by providing more accurate, reproducible, and noninvasive tools for clinicians, ultimately improving patient outcomes. We assessed the correlation of immunohistochemistry markers with textural characteristics derived from dual point F-18 fluorodeoxyglucose (FDG) positron emission tomography-computed tomograhy (PET-CT) in treatment naive locally advanced breast cancer patients.</p><p><strong>Materials and methods: </strong>A total of 83 histopathologically proven, locally advanced breast cancer patients underwent baseline FDG PET-CT, 1-h postinjection. A total of 58 of 83 patients underwent PET-CT scan at 2-h postinjection. The primary lesion was segmented semiautomatically with 40% maximum standard uptake value (SUV max ) threshold, and textural characteristics were extracted using LIFEx software. Pearson correlation test was used to analyse relationships between textural metrics and immunohistochemistry markers (estrogen receptor, progesterone receptor, Her2neu, and Mib-1 index) of breast cancer.</p><p><strong>Results: </strong>In 1-h FDG-PET, we observed no significant correlation between immunohistochemistry markers and textural parameters; however, in 2-h FDG-PET, there was moderate positive correlation of estrogen receptors with variance, moderate negative correlation with small-zone emphasis, zone-size nonuniformity, and grey-level variance (GLV). A moderate negative correlation of progesterone receptor with GLV and SUV max , a moderate positive correlation of Mib-1 index with volume, voxel counting, kurtosis, large zone emphasis, and a moderate negative correlation with skewness was observed. None of the parameters showed significant correlation with Her2neu.</p><p><strong>Conclusion: </strong>This study indicates an association between textural parameters on delayed FDG PET-CT and immunohistochemistry markers. These textural parameters can be potentially useful in understanding tumor biology noninvasively.</p>","PeriodicalId":19708,"journal":{"name":"Nuclear Medicine Communications","volume":" ","pages":"1097-1103"},"PeriodicalIF":1.3000,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Correlation of immunohistochemistry markers with textural characteristics derived from dual point F-18 fluorodeoxyglucose PET-CT in treatment naive locally advanced breast cancer patients.\",\"authors\":\"Komal Bishnoi, Kanhaiyalal Agrawal, Girish Kumar Parida, Saroj Kumar Das Majumdar, Pritinanda Mishra, Dillip Kumar Muduly, Biswa Mohan Padhy\",\"doi\":\"10.1097/MNM.0000000000002042\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Aim: </strong>Radiomics is an emerging field in medical imaging that leverages advanced computational algorithms to extract textural characteristics from medical images. It promises to transform breast cancer management by providing more accurate, reproducible, and noninvasive tools for clinicians, ultimately improving patient outcomes. We assessed the correlation of immunohistochemistry markers with textural characteristics derived from dual point F-18 fluorodeoxyglucose (FDG) positron emission tomography-computed tomograhy (PET-CT) in treatment naive locally advanced breast cancer patients.</p><p><strong>Materials and methods: </strong>A total of 83 histopathologically proven, locally advanced breast cancer patients underwent baseline FDG PET-CT, 1-h postinjection. A total of 58 of 83 patients underwent PET-CT scan at 2-h postinjection. The primary lesion was segmented semiautomatically with 40% maximum standard uptake value (SUV max ) threshold, and textural characteristics were extracted using LIFEx software. Pearson correlation test was used to analyse relationships between textural metrics and immunohistochemistry markers (estrogen receptor, progesterone receptor, Her2neu, and Mib-1 index) of breast cancer.</p><p><strong>Results: </strong>In 1-h FDG-PET, we observed no significant correlation between immunohistochemistry markers and textural parameters; however, in 2-h FDG-PET, there was moderate positive correlation of estrogen receptors with variance, moderate negative correlation with small-zone emphasis, zone-size nonuniformity, and grey-level variance (GLV). A moderate negative correlation of progesterone receptor with GLV and SUV max , a moderate positive correlation of Mib-1 index with volume, voxel counting, kurtosis, large zone emphasis, and a moderate negative correlation with skewness was observed. None of the parameters showed significant correlation with Her2neu.</p><p><strong>Conclusion: </strong>This study indicates an association between textural parameters on delayed FDG PET-CT and immunohistochemistry markers. These textural parameters can be potentially useful in understanding tumor biology noninvasively.</p>\",\"PeriodicalId\":19708,\"journal\":{\"name\":\"Nuclear Medicine Communications\",\"volume\":\" \",\"pages\":\"1097-1103\"},\"PeriodicalIF\":1.3000,\"publicationDate\":\"2025-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Nuclear Medicine Communications\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1097/MNM.0000000000002042\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/8/21 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nuclear Medicine Communications","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/MNM.0000000000002042","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/8/21 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0
摘要
目的:放射组学是医学成像的一个新兴领域,它利用先进的计算算法从医学图像中提取纹理特征。它有望通过为临床医生提供更准确、可重复、无创的工具来改变乳腺癌的管理,最终改善患者的治疗效果。我们评估了免疫组织化学标志物与双点F-18氟脱氧葡萄糖(FDG)正电子发射断层扫描-计算机断层扫描(PET-CT)在治疗初发局部晚期乳腺癌患者中的纹理特征的相关性。材料和方法:共有83例经组织病理学证实的局部晚期乳腺癌患者在注射后1小时接受基线FDG PET-CT检查。83例患者中有58例在注射后2小时进行了PET-CT扫描。以40%的最大标准摄取值(SUVmax)阈值对原发病变进行半自动分割,并使用LIFEx软件提取纹理特征。采用Pearson相关检验分析乳腺癌质地指标与免疫组化指标(雌激素受体、孕激素受体、Her2neu、mb -1指数)之间的关系。结果:在1 h FDG-PET中,我们观察到免疫组织化学标记与纹理参数无显著相关性;而在2 h FDG-PET中,雌激素受体与方差呈中度正相关,与小区强调、区大小不均匀性、灰度方差(GLV)呈中度负相关。孕激素受体与GLV和SUVmax呈中度负相关,mb -1指数与体积、体素计数、峰度、大区强调呈中度正相关,与偏度呈中度负相关。所有参数均与Her2neu无显著相关性。结论:本研究提示延迟FDG PET-CT纹理参数与免疫组织化学标志物之间存在关联。这些纹理参数对于非侵入性地理解肿瘤生物学具有潜在的作用。
Correlation of immunohistochemistry markers with textural characteristics derived from dual point F-18 fluorodeoxyglucose PET-CT in treatment naive locally advanced breast cancer patients.
Aim: Radiomics is an emerging field in medical imaging that leverages advanced computational algorithms to extract textural characteristics from medical images. It promises to transform breast cancer management by providing more accurate, reproducible, and noninvasive tools for clinicians, ultimately improving patient outcomes. We assessed the correlation of immunohistochemistry markers with textural characteristics derived from dual point F-18 fluorodeoxyglucose (FDG) positron emission tomography-computed tomograhy (PET-CT) in treatment naive locally advanced breast cancer patients.
Materials and methods: A total of 83 histopathologically proven, locally advanced breast cancer patients underwent baseline FDG PET-CT, 1-h postinjection. A total of 58 of 83 patients underwent PET-CT scan at 2-h postinjection. The primary lesion was segmented semiautomatically with 40% maximum standard uptake value (SUV max ) threshold, and textural characteristics were extracted using LIFEx software. Pearson correlation test was used to analyse relationships between textural metrics and immunohistochemistry markers (estrogen receptor, progesterone receptor, Her2neu, and Mib-1 index) of breast cancer.
Results: In 1-h FDG-PET, we observed no significant correlation between immunohistochemistry markers and textural parameters; however, in 2-h FDG-PET, there was moderate positive correlation of estrogen receptors with variance, moderate negative correlation with small-zone emphasis, zone-size nonuniformity, and grey-level variance (GLV). A moderate negative correlation of progesterone receptor with GLV and SUV max , a moderate positive correlation of Mib-1 index with volume, voxel counting, kurtosis, large zone emphasis, and a moderate negative correlation with skewness was observed. None of the parameters showed significant correlation with Her2neu.
Conclusion: This study indicates an association between textural parameters on delayed FDG PET-CT and immunohistochemistry markers. These textural parameters can be potentially useful in understanding tumor biology noninvasively.
期刊介绍:
Nuclear Medicine Communications, the official journal of the British Nuclear Medicine Society, is a rapid communications journal covering nuclear medicine and molecular imaging with radionuclides, and the basic supporting sciences. As well as clinical research and commentary, manuscripts describing research on preclinical and basic sciences (radiochemistry, radiopharmacy, radiobiology, radiopharmacology, medical physics, computing and engineering, and technical and nursing professions involved in delivering nuclear medicine services) are welcomed, as the journal is intended to be of interest internationally to all members of the many medical and non-medical disciplines involved in nuclear medicine. In addition to papers reporting original studies, frankly written editorials and topical reviews are a regular feature of the journal.