Sheng Han, Shuwen Sun, Teng Zhang, Yanyan Zhang, Haibin Shi, Yali Wang, Cuiwei Wang
{"title":"基于超声造影的肝细胞癌Ki67增殖水平预测模型","authors":"Sheng Han, Shuwen Sun, Teng Zhang, Yanyan Zhang, Haibin Shi, Yali Wang, Cuiwei Wang","doi":"10.1002/jcu.70027","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>To investigate the correlation between contrast-enhanced ultrasound (CEUS) features and Ki-67 expression in patients with hepatocellular carcinoma (HCC).</p><p><strong>Methods: </strong>It was a retrospective analysis involving 94 patients with HCC receiving surgeries and diagnosed by postoperative pathology from January 2020 to December 2021. All patients were examined by preoperative CEUS and postoperative Ki-67 immunohistochemistry. Divided by the cut-off of the Ki-67 labeling index, HCC patients were assigned into the low (n = 46) and high Ki-67 expression groups (n = 48). Clinical data and imaging features of CEUS were compared between groups. Finally, a CEUS-based model in predicting abnormal Ki-67 expression in HCC was created.</p><p><strong>Results: </strong>Significant differences showed in the age of onset, alpha fetoprotein (AFP), des-gamma-carboxy prothrombin (DCP), number of lesions, maximum diameter, peripheral hypoechoic halo, boundary, morphology, serrated edge, and internal necrosis between groups (p < 0.05). TIC analysis showed significant differences in the ascending slope (AS), half of the decay time (DT/2), descending slope (DS) and area under the curve (AUC) between groups as well (p < 0.05). Multivariate logistic regression analysis revealed that the number of lesions (OR = 3.845, 95% CI 1.315-11.248, p = 0.014), maximum diameter (OR = 1.064, 95% CI 1.030-1.098, p < 0.001), boundary (OR = 7.017, 95% CI 1.638-30.072, p = 0.009), and morphology (OR = 5.970, 95% CI 1.154-30.879, p = 0.03) were significantly correlated with Ki-67 expression in HCC patients. DS was negatively correlated with Ki-67 expression (OR = 0.000, 95% CI 0.000-0.108, p = 0.013). The AUC of the CEUS-based prediction model was 0.949 (95% CI 0.906-0.992).</p><p><strong>Conclusions: </strong>CEUS images plus TIC analysis provide valuable information to predict preoperative Ki-67 expression in HCC patients, thus favoring clinical management to improve patients' prognosis.</p>","PeriodicalId":15386,"journal":{"name":"Journal of Clinical Ultrasound","volume":" ","pages":""},"PeriodicalIF":1.4000,"publicationDate":"2025-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Prediction Model of Ki67 Proliferation Level in Hepatocellular Carcinoma Based on Contrast-Enhanced Ultrasound.\",\"authors\":\"Sheng Han, Shuwen Sun, Teng Zhang, Yanyan Zhang, Haibin Shi, Yali Wang, Cuiwei Wang\",\"doi\":\"10.1002/jcu.70027\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>To investigate the correlation between contrast-enhanced ultrasound (CEUS) features and Ki-67 expression in patients with hepatocellular carcinoma (HCC).</p><p><strong>Methods: </strong>It was a retrospective analysis involving 94 patients with HCC receiving surgeries and diagnosed by postoperative pathology from January 2020 to December 2021. All patients were examined by preoperative CEUS and postoperative Ki-67 immunohistochemistry. Divided by the cut-off of the Ki-67 labeling index, HCC patients were assigned into the low (n = 46) and high Ki-67 expression groups (n = 48). Clinical data and imaging features of CEUS were compared between groups. Finally, a CEUS-based model in predicting abnormal Ki-67 expression in HCC was created.</p><p><strong>Results: </strong>Significant differences showed in the age of onset, alpha fetoprotein (AFP), des-gamma-carboxy prothrombin (DCP), number of lesions, maximum diameter, peripheral hypoechoic halo, boundary, morphology, serrated edge, and internal necrosis between groups (p < 0.05). TIC analysis showed significant differences in the ascending slope (AS), half of the decay time (DT/2), descending slope (DS) and area under the curve (AUC) between groups as well (p < 0.05). Multivariate logistic regression analysis revealed that the number of lesions (OR = 3.845, 95% CI 1.315-11.248, p = 0.014), maximum diameter (OR = 1.064, 95% CI 1.030-1.098, p < 0.001), boundary (OR = 7.017, 95% CI 1.638-30.072, p = 0.009), and morphology (OR = 5.970, 95% CI 1.154-30.879, p = 0.03) were significantly correlated with Ki-67 expression in HCC patients. DS was negatively correlated with Ki-67 expression (OR = 0.000, 95% CI 0.000-0.108, p = 0.013). The AUC of the CEUS-based prediction model was 0.949 (95% CI 0.906-0.992).</p><p><strong>Conclusions: </strong>CEUS images plus TIC analysis provide valuable information to predict preoperative Ki-67 expression in HCC patients, thus favoring clinical management to improve patients' prognosis.</p>\",\"PeriodicalId\":15386,\"journal\":{\"name\":\"Journal of Clinical Ultrasound\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":1.4000,\"publicationDate\":\"2025-08-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Clinical Ultrasound\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1002/jcu.70027\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ACOUSTICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Clinical Ultrasound","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/jcu.70027","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ACOUSTICS","Score":null,"Total":0}
Prediction Model of Ki67 Proliferation Level in Hepatocellular Carcinoma Based on Contrast-Enhanced Ultrasound.
Objective: To investigate the correlation between contrast-enhanced ultrasound (CEUS) features and Ki-67 expression in patients with hepatocellular carcinoma (HCC).
Methods: It was a retrospective analysis involving 94 patients with HCC receiving surgeries and diagnosed by postoperative pathology from January 2020 to December 2021. All patients were examined by preoperative CEUS and postoperative Ki-67 immunohistochemistry. Divided by the cut-off of the Ki-67 labeling index, HCC patients were assigned into the low (n = 46) and high Ki-67 expression groups (n = 48). Clinical data and imaging features of CEUS were compared between groups. Finally, a CEUS-based model in predicting abnormal Ki-67 expression in HCC was created.
Results: Significant differences showed in the age of onset, alpha fetoprotein (AFP), des-gamma-carboxy prothrombin (DCP), number of lesions, maximum diameter, peripheral hypoechoic halo, boundary, morphology, serrated edge, and internal necrosis between groups (p < 0.05). TIC analysis showed significant differences in the ascending slope (AS), half of the decay time (DT/2), descending slope (DS) and area under the curve (AUC) between groups as well (p < 0.05). Multivariate logistic regression analysis revealed that the number of lesions (OR = 3.845, 95% CI 1.315-11.248, p = 0.014), maximum diameter (OR = 1.064, 95% CI 1.030-1.098, p < 0.001), boundary (OR = 7.017, 95% CI 1.638-30.072, p = 0.009), and morphology (OR = 5.970, 95% CI 1.154-30.879, p = 0.03) were significantly correlated with Ki-67 expression in HCC patients. DS was negatively correlated with Ki-67 expression (OR = 0.000, 95% CI 0.000-0.108, p = 0.013). The AUC of the CEUS-based prediction model was 0.949 (95% CI 0.906-0.992).
Conclusions: CEUS images plus TIC analysis provide valuable information to predict preoperative Ki-67 expression in HCC patients, thus favoring clinical management to improve patients' prognosis.
期刊介绍:
The Journal of Clinical Ultrasound (JCU) is an international journal dedicated to the worldwide dissemination of scientific information on diagnostic and therapeutic applications of medical sonography.
The scope of the journal includes--but is not limited to--the following areas: sonography of the gastrointestinal tract, genitourinary tract, vascular system, nervous system, head and neck, chest, breast, musculoskeletal system, and other superficial structures; Doppler applications; obstetric and pediatric applications; and interventional sonography. Studies comparing sonography with other imaging modalities are encouraged, as are studies evaluating the economic impact of sonography. Also within the journal''s scope are innovations and improvements in instrumentation and examination techniques and the use of contrast agents.
JCU publishes original research articles, case reports, pictorial essays, technical notes, and letters to the editor. The journal is also dedicated to being an educational resource for its readers, through the publication of review articles and various scientific contributions from members of the editorial board and other world-renowned experts in sonography.