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Comments on "Ultrasound-Mediated Nanocarrier-Based Drug Delivery in Breast Cancer Therapy". “超声介导的纳米载体给药在乳腺癌治疗中的应用”综述
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2025-12-09 DOI: 10.1002/jum.70150
Deniz Esin Tekcan Sanli, Ahmet Necati Sanli
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引用次数: 0
Lower Plasma Antioxidant Defense and Heat Shock Proteins Mark Intra-Amniotic Sludge Ultrasound Finding. 低血浆抗氧化防御和热休克蛋白标志羊膜内污泥超声发现。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2025-12-06 DOI: 10.1002/jum.70148
Clarissa Chavez Ortiz Roberto, Lílian Corrêa Costa-Beber, Lucas Machado Sulzbacher, Jaíne Borges Dos Santos, Anna Karolina Kretschmann Florencio de Souza Bagetti, Eduardo Becker, Matias Nunes Frizzo, Thiago Gomes Heck, Mirna Stela Ludwig

Objectives: Intra-amniotic sludge is an independent risk factor for preterm birth. It consists of a biophysical sonographic finding in the amniotic fluid, formed by dense echogenic particles near the cervical internal orifice, due to sterile or infectious inflammatory processes. High-risk pregnancies are usually marked by oxidative stress, which is one of the main triggers for 70 kDa-heat shock proteins (HSP70) expression and release. In the blood, eHSP70 marks cellular stress or damage and plays roles in immune-inflammatory responses. However, the association between sludge, oxidative stress and eHSP70 remained unclear until now. The objective of this study is to evaluate if plasma eHSP70 and redox parameters could distinguish subpopulations with sludge or not.

Methods: We recruited women seeking routine ultrasonography in the second trimester of gestation that met the inclusion criteria. They underwent transvaginal ultrasonography, completed the clinical survey, and provided blood samples for analysis.

Results: Women with sludge exhibited lower antioxidant defense, and eHSP70 levels. They also presented significant changes in the hemogram, suggesting an increase in immune tolerance. In this population, lower HSP70 is associated with a better immunological scenario and proper cervical length to the gestational age.

Conclusion: Blood parameters, oxidative parameters and eHSP70 can indicate intra-amniotic inflammation.

目的:羊膜内污泥是早产的独立危险因素。它由生物物理超声在羊水中发现,由宫颈内孔附近致密的回声颗粒形成,由于无菌或感染性炎症过程。高危妊娠通常以氧化应激为特征,氧化应激是70 kda -热休克蛋白(HSP70)表达和释放的主要触发因素之一。在血液中,eHSP70标志着细胞应激或损伤,并在免疫炎症反应中发挥作用。然而,迄今为止,污泥、氧化应激与eHSP70之间的关系尚不清楚。本研究的目的是评估血浆eHSP70和氧化还原参数是否可以区分是否有污泥的亚群。方法:我们招募符合入选标准的妊娠中期常规超声检查的妇女。她们接受阴道超声检查,完成临床调查,并提供血样供分析。结果:有污泥的女性表现出较低的抗氧化防御能力和eHSP70水平。他们在血象图上也表现出显著的变化,表明免疫耐受性增加。在这一人群中,较低的HSP70与较好的免疫情况和适当的宫颈长度与胎龄有关。结论:血液指标、氧化指标及eHSP70可提示羊膜内炎症。
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引用次数: 0
Ultrasound-Based Differentiation of Esthetic Abscess: Insights From Clinical Practice. 超声鉴别美学脓肿:来自临床实践的见解。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2025-12-04 DOI: 10.1002/jum.70102
Fernanda A Cavallieri, Cláudia Fontan, Gabriela Munhoz, Maria Fernanda Tembra, Lucia Ribeiro S Balsanelli, Marcia Ramos-E-Silva

Abscesses are a common esthetic procedure complication that can lead to disfigurement and systemic complications. Accurately identifying the type of abscess is essential for early and appropriate treatment. In this context, the ultrasound (US) has become a pivotal tool for diagnosing and managing abscesses when combined with clinical and laboratory assessment. However, many professionals in the field still have limited knowledge of the subject, especially regarding abscess differentiation. Given this scenario, this article aims to address the US-standard to distinguish between common bacterial, nontuberculous mycobacterial, and sterile abscesses, highlighting the importance of integrating clinical presentation and laboratory findings for accurate differentiation.

脓肿是一种常见的美容手术并发症,可导致毁容和全身并发症。准确识别脓肿的类型对于早期和适当的治疗至关重要。在这种情况下,超声(US)已成为诊断和管理脓肿的关键工具,当结合临床和实验室评估。然而,该领域的许多专业人员对这一主题的知识仍然有限,特别是关于脓肿的鉴别。鉴于这种情况,本文旨在阐述区分普通细菌性、非结核性分枝杆菌和无菌脓肿的美国标准,强调整合临床表现和实验室结果以准确区分的重要性。
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引用次数: 0
"Doppler" Ultrasound Misnomer or Misunderstood?: Misnomer or Misunderstood? “多普勒”超声用词不当或误解?:用词不当还是被误解?
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2025-12-04 DOI: 10.1002/jum.70120
Oliver D Kripfgans, Richard R Bouchard, Siddhartha Sikdar, Pengfei Song
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引用次数: 0
Liver Stiffness Characterization of OGTLKO Mouse Model of Progressive Liver Fibrosis. 进行性肝纤维化OGTLKO模型小鼠肝脏硬度的表征。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2025-12-04 DOI: 10.1002/jum.70146
Gilles Renault, Lenin Chinchilla, Lourdes Massengo, Pierre Monbernard, Fadila Benhamed, Marion Regnier, Raphael Denis, Catherine Postic, Anthony Novell, Jean-Luc Gennisson

Objectives: O-GlcNAcylation plays a key regulatory role in hepatic physiology, and its disruption leads to fibrosis in liver-specific OGT knockout mice (OGTLKO), making this model valuable for studying advanced metabolic dysfunction-associated steatohepatitis (MASH). Our objective is to demonstrate that shear wave elastography (SWE) is a suitable non-invasive tool to characterize and follow this mouse model of liver injury.

Methods: We weekly monitored non-invasively liver fibrosis progression in OGTLKO mice from 5 to 8 weeks of age, using SWE on both a high-frequency preclinical ultrasound system (VevoF2), and a clinical reference system (Aixplorer) and assuming the liver as homogeneous, isotropic and purely elastic. Stiffness measurements were then confronted with ex vivo liver histological scoring and major gene transcripts associated with the development of the pathology.

Results: Weekly liver stiffness measurements demonstrated a progressive increase, correlating strongly with histological fibrosis scores (R2 > 0.78) and fibrosis-related gene expression (Col3a1, Col6a1). The high-resolution imaging capability of the VevoF2 allowed precise anatomical exploration while delivering SWE measurements consistent with the clinical device (Pearson r = 0.92).

Conclusion: Our study confirms that following liver stiffness fibrosis by SWE in a mouse model of liver injury is a valuable tool that correlates with ex vivo findings. This approach facilitates a better understanding of disease progression and therapeutic evaluation in preclinical models of MASH.

目的:o - glcn酰化在肝脏生理中起着关键的调节作用,其破坏导致肝脏特异性OGT敲除小鼠(OGTLKO)纤维化,使该模型对研究晚期代谢功能障碍相关脂肪性肝炎(MASH)具有价值。我们的目的是证明剪切波弹性成像(SWE)是一种合适的非侵入性工具来表征和跟踪这种小鼠肝损伤模型。方法:我们每周监测5至8周龄OGTLKO小鼠的非侵入性肝纤维化进展,在高频临床前超声系统(VevoF2)和临床参考系统(aiexplorer)上使用SWE,并假设肝脏均匀,各向同性和纯弹性。然后将硬度测量结果与离体肝脏组织学评分和与病理发展相关的主要基因转录物进行比较。结果:每周肝脏硬度测量显示进行性增加,与组织学纤维化评分(R2 > 0.78)和纤维化相关基因表达(Col3a1, Col6a1)密切相关。VevoF2的高分辨率成像能力允许精确的解剖探查,同时提供与临床设备一致的SWE测量(Pearson r = 0.92)。结论:我们的研究证实,SWE在肝损伤小鼠模型中跟踪肝僵硬纤维化是与离体研究结果相关的有价值的工具。这种方法有助于更好地了解MASH临床前模型的疾病进展和治疗评估。
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引用次数: 0
Ultrasound Scoring to Predict High-Risk Endometrial Cancer. 超声评分预测高危子宫内膜癌。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2025-12-02 DOI: 10.1002/jum.70113
Ina Marie Dueholm Hjorth, Line Hupfeld Landt, Katja Dahl, Margit Dueholm, Gitte Ørtoft

Objectives: To evaluate a scoring system using transvaginal ultrasound (TVS) to predict high-risk endometrial cancer.

Methods: Consecutive patients with endometrial cancer/atypical hyperplasia (n = 266) were preoperatively examined by residents using TVS. Clinical parameters, endometrial morphology and Doppler scores were recorded using a gray scale and Doppler TVS and related to final histopathology at hysterectomy. Multivariate logistic regression was used to correlate imaging and clinical parameters to the presence of high-risk endometrial cancer (defined as FIGO stage Ib-IV or high-grade tumors [grade 3/non-endometroid]) to develop the High-Risk Endometrial Cancer (HIREC) score.

Results: High-risk endometrial cancer (n = 128) and lympho-vascular space invasion (LVSI) (n = 43) were predicted by increased endometrial thickness (ET), age, and Doppler score. The HIREC scoring system, based on age, Doppler score, and ET performed well with an AUC of 78.5% (CI 95%: 73-84) to predict high-risk cancer. By using a 2-step strategy of (1) Preoperative identification of high-grade tumors by biopsy, (2) Assessing the HIREC score, high-risk endometrial cancer could be predicted at a HIREC score of ≥7 with sensitivity, specificity, and accuracy of 72.7, 88.4, and 80.8%. Low-risk endometrial cancer was predicted at HIREC scores of <5 with sensitivity, specificity, and accuracy values of 91.4, 46.4 and 68.1%, respectively.

Conclusions: Low and high HIREC scores effectively predicted low- and high-risk endometrial cancer. The score is a simple point system suitable for the first ultrasound assessment. It may be used in preoperative work-up to select treatment and additional imaging, but it needs to be validated in further studies.

目的:探讨经阴道超声(TVS)评分系统对高危子宫内膜癌的预测价值。方法:连续266例子宫内膜癌/不典型增生患者术前接受住院医师TVS检查。临床参数,子宫内膜形态和多普勒评分记录使用灰度和多普勒电视,并与子宫切除术时的最终组织病理学相关。采用多变量logistic回归将影像学和临床参数与高危子宫内膜癌(定义为FIGO分期Ib-IV或高级别肿瘤[3级/非子宫内膜样])的存在相关联,以制定高危子宫内膜癌(HIREC)评分。结果:子宫内膜厚度(ET)、年龄和多普勒评分增加可预测高危子宫内膜癌(n = 128)和淋巴血管腔浸润(LVSI) (n = 43)。基于年龄、多普勒评分和ET的HIREC评分系统在预测高危癌症方面表现良好,AUC为78.5% (CI 95%: 73-84)。采用两步策略(1)术前活检确定高级别肿瘤,(2)评估HIREC评分,HIREC评分≥7时可预测高危子宫内膜癌,敏感性、特异性和准确性分别为72.7、88.4和80.8%。结论:低、高的HIREC评分能有效预测低、高风险子宫内膜癌。该评分是一个简单的计分系统,适用于第一次超声评估。它可用于术前检查,以选择治疗和额外的影像学检查,但需要在进一步的研究中验证。
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引用次数: 0
Risk of Acute Cholecystitis Based on Combination of Patient Age, Patient Sex, Leukocytosis, and Sonographic Murphy Sign. 急性胆囊炎的风险与患者年龄、性别、白细胞水平和超声墨菲征相关。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2025-12-02 DOI: 10.1002/jum.70147
Hideaki Ishida, Hiroko Naganuma
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引用次数: 0
Quantitative Assessment of Peritumoral Stiffness Using Shell Elastography Enhances the Differentiation of Hepatocellular Carcinoma From Metastatic Liver Carcinoma. 利用壳弹性成像定量评估瘤周硬度有助于肝细胞癌与转移性肝癌的鉴别。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2025-12-02 DOI: 10.1002/jum.70143
Yang Li, Zhaoyu Wu, Min Zhu, Banban Wu, Yibin Wang

Objectives: To evaluate the discriminatory potential of peritumoral tissue stiffness, as quantified by 2-dimensional shear wave elastography, for distinguishing between hepatocellular carcinoma (HCC) and metastatic liver carcinoma (MLC).

Methods: This study enrolled 31 patients with HCC and 42 with MLC. The mean Young's modulus (E) value was measured to evaluate the intratumoral and peritumoral stiffness of HCC and MLC by using the 2-dimensional shear wave elastography integrated with the shell measurement function. The intratumoral stiffness and the peritumoral stiffness within the 1-, 2-, and 3-mm shells surrounding the target lesion were labeled as E, Eshell1, Eshell2, and Eshell3, respectively. The discriminatory capacity of the E and Eshell parameters to distinguish HCC from MLC was assessed by generating receiver operating characteristic curves.

Results: The Eshell1, Eshell2, and Eshell3 values in patients with HCC were higher than those with MLC, whereas the E values in patients with HCC were lower than those with MLC (p < .05). In addition, the Eshell1, Eshell2, Eshell3, and E values showed good diagnostic performance in differentiating HCC from MLC. Among them, Eshell1 had better diagnostic performance, with a specificity, sensitivity, positive predictive value, and negative predictive value of 64, 88, 59, and 90%, respectively (cut-off value, 19.84 kPa; area under the receiver operating characteristic curve, 0.763).

Conclusions: Quantitative assessment of peritumoral stiffness, particularly within a precisely defined 1-mm shell using advanced shell elastography, significantly enhances the differentiation of HCC from MLC.

目的:通过二维剪切波弹性成像定量评估肿瘤周围组织刚度的鉴别潜力,以区分肝细胞癌(HCC)和转移性肝癌(MLC)。方法:本研究纳入31例HCC患者和42例MLC患者。采用结合壳体测量函数的二维剪切波弹性图测量平均杨氏模量(E)值,评价HCC和MLC的瘤内和瘤周刚度。将目标病变周围1-、2-和3-mm壳体内的瘤内刚度和瘤周刚度分别标记为E、eshel1、eshel2和eshel3。通过生成受试者工作特征曲线来评估E和shell参数区分HCC和MLC的能力。结果:HCC患者的eshel1、eshel2、eshel3值高于MLC患者,而HCC患者的E值低于MLC患者(p shell1、eshel2、eshel3和E值对鉴别HCC和MLC具有良好的诊断价值。其中,eshel1的诊断效果较好,特异性为64%,敏感性为88%,阳性预测值为59%,阴性预测值为90%(截止值为19.84 kPa,受试者工作特征曲线下面积为0.763)。结论:使用先进的壳弹性成像技术定量评估肿瘤周围的刚度,特别是在精确定义的1毫米壳内,可显著提高HCC与MLC的区分。
{"title":"Quantitative Assessment of Peritumoral Stiffness Using Shell Elastography Enhances the Differentiation of Hepatocellular Carcinoma From Metastatic Liver Carcinoma.","authors":"Yang Li, Zhaoyu Wu, Min Zhu, Banban Wu, Yibin Wang","doi":"10.1002/jum.70143","DOIUrl":"https://doi.org/10.1002/jum.70143","url":null,"abstract":"<p><strong>Objectives: </strong>To evaluate the discriminatory potential of peritumoral tissue stiffness, as quantified by 2-dimensional shear wave elastography, for distinguishing between hepatocellular carcinoma (HCC) and metastatic liver carcinoma (MLC).</p><p><strong>Methods: </strong>This study enrolled 31 patients with HCC and 42 with MLC. The mean Young's modulus (E) value was measured to evaluate the intratumoral and peritumoral stiffness of HCC and MLC by using the 2-dimensional shear wave elastography integrated with the shell measurement function. The intratumoral stiffness and the peritumoral stiffness within the 1-, 2-, and 3-mm shells surrounding the target lesion were labeled as E, E<sub>shell1</sub>, E<sub>shell2</sub>, and E<sub>shell3</sub>, respectively. The discriminatory capacity of the E and E<sub>shell</sub> parameters to distinguish HCC from MLC was assessed by generating receiver operating characteristic curves.</p><p><strong>Results: </strong>The E<sub>shell1</sub>, E<sub>shell2</sub>, and E<sub>shell3</sub> values in patients with HCC were higher than those with MLC, whereas the E values in patients with HCC were lower than those with MLC (p < .05). In addition, the E<sub>shell1</sub>, E<sub>shell2</sub>, E<sub>shell3</sub>, and E values showed good diagnostic performance in differentiating HCC from MLC. Among them, E<sub>shell1</sub> had better diagnostic performance, with a specificity, sensitivity, positive predictive value, and negative predictive value of 64, 88, 59, and 90%, respectively (cut-off value, 19.84 kPa; area under the receiver operating characteristic curve, 0.763).</p><p><strong>Conclusions: </strong>Quantitative assessment of peritumoral stiffness, particularly within a precisely defined 1-mm shell using advanced shell elastography, significantly enhances the differentiation of HCC from MLC.</p>","PeriodicalId":17563,"journal":{"name":"Journal of Ultrasound in Medicine","volume":" ","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145654562","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sonographic Predictors and Long-Term Reproductive Outcomes in Recurrent Cesarean Scar Pregnancy: A Retrospective Cohort Study. 剖宫产瘢痕妊娠复发的超声预测因素和长期生殖结局:一项回顾性队列研究。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2025-12-01 DOI: 10.1002/jum.70145
Jianan Shi, Xiaoping Gong, Hui Wang, Tiantian Sun, Guanjie Wang, Ping Chen, Mingtao Xiong

Objectives: To explore the ultrasound findings, treatment strategies, and reproductive outcomes in patients with recurrent cesarean scar pregnancy (CSP), providing evidence for clinical management.

Methods: We identified 1371 confirmed CSP from 1517 initially screened cases (2012-2022) through blinded image review. From 159 subsequent live births in this cohort, 27 recurrent CSP cases were matched 1:1 with CSP patients having normal subsequent pregnancies. Baseline characteristics and reproductive outcomes were collected via medical records and structured interviews.

Results: This study revealed the recurrent CSP group showed significantly higher rates of exogenous implantation pattern (33.3% versus 7.4%, OR = 1.96), rich vascularity on color Doppler (81.5% versus 40.7%, OR = 2.80), and embryonic cardiac activity detection (51.9% versus 18.5%, OR = 1.98) than the normal intrauterine pregnancy group after CSP (p < .05) during initial diagnosis. The most commonly used treatment at our hospital is trans-abdominal ultrasound-guided suction curettage, which effectively controls the condition and preserves fertility. However, during long-term follow-up, some patients still face the risks of recurrence infertility.

Conclusions: Recurrent CSP presents characteristic sonographic features at initial diagnosis, among which an exogenous implantation pattern, rich vascular flow signals, and embryonic cardiac activity serve as relevant and significant indicators. Although transabdominal ultrasound-guided suction curettage is effective in managing the condition and preserving fertility, some patients still face long-term risks of recurrence and infertility.

目的:探讨复发性剖宫产瘢痕妊娠(CSP)的超声表现、治疗策略及生殖结局,为临床治疗提供依据。方法:我们通过盲法图像回顾,从1517例最初筛选的病例(2012-2022)中鉴定出1371例确诊的CSP。在该队列的159例后续活产中,27例复发性CSP患者与随后正常妊娠的CSP患者1:1匹配。通过医疗记录和结构化访谈收集基线特征和生殖结果。结果:与正常宫内妊娠组相比,复发性CSP组外源性着床模式发生率(33.3%比7.4%,OR = 1.96)、彩色多普勒血管丰富率(81.5%比40.7%,OR = 2.80)、胚胎心脏活动检出率(51.9%比18.5%,OR = 1.98)显著提高(p)。复发性CSP在初诊时有特征性的超声表现,其中外源性着床方式、丰富的血管血流信号、胚胎心脏活动是相关且重要的指标。虽然经腹超声引导下的抽吸刮除在控制病情和保留生育能力方面是有效的,但一些患者仍然面临长期复发和不孕的风险。
{"title":"Sonographic Predictors and Long-Term Reproductive Outcomes in Recurrent Cesarean Scar Pregnancy: A Retrospective Cohort Study.","authors":"Jianan Shi, Xiaoping Gong, Hui Wang, Tiantian Sun, Guanjie Wang, Ping Chen, Mingtao Xiong","doi":"10.1002/jum.70145","DOIUrl":"https://doi.org/10.1002/jum.70145","url":null,"abstract":"<p><strong>Objectives: </strong>To explore the ultrasound findings, treatment strategies, and reproductive outcomes in patients with recurrent cesarean scar pregnancy (CSP), providing evidence for clinical management.</p><p><strong>Methods: </strong>We identified 1371 confirmed CSP from 1517 initially screened cases (2012-2022) through blinded image review. From 159 subsequent live births in this cohort, 27 recurrent CSP cases were matched 1:1 with CSP patients having normal subsequent pregnancies. Baseline characteristics and reproductive outcomes were collected via medical records and structured interviews.</p><p><strong>Results: </strong>This study revealed the recurrent CSP group showed significantly higher rates of exogenous implantation pattern (33.3% versus 7.4%, OR = 1.96), rich vascularity on color Doppler (81.5% versus 40.7%, OR = 2.80), and embryonic cardiac activity detection (51.9% versus 18.5%, OR = 1.98) than the normal intrauterine pregnancy group after CSP (p < .05) during initial diagnosis. The most commonly used treatment at our hospital is trans-abdominal ultrasound-guided suction curettage, which effectively controls the condition and preserves fertility. However, during long-term follow-up, some patients still face the risks of recurrence infertility.</p><p><strong>Conclusions: </strong>Recurrent CSP presents characteristic sonographic features at initial diagnosis, among which an exogenous implantation pattern, rich vascular flow signals, and embryonic cardiac activity serve as relevant and significant indicators. Although transabdominal ultrasound-guided suction curettage is effective in managing the condition and preserving fertility, some patients still face long-term risks of recurrence and infertility.</p>","PeriodicalId":17563,"journal":{"name":"Journal of Ultrasound in Medicine","volume":" ","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145648830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ultrasound Habitat Radiomics Plus Clinical Features for Pre-Operative Prediction of Sentinel Lymph Node Metastasis in Breast Cancer. 超声栖息地放射组学加临床特征对乳腺癌前哨淋巴结转移的术前预测。
IF 2.4 4区 医学 Q2 ACOUSTICS Pub Date : 2025-11-27 DOI: 10.1002/jum.70129
Yiwei Wang, Wen Liang, Peng Han, Tiantian Ye, Manyu Hao, Mingjie Gao

Objectives: This study aimed to develop a multimodal model that integrates habitat radiomics and clinical features for non-invasive prediction of axillary sentinel lymph node (SLN) metastasis in breast cancer (BC).

Methods: We retrospectively analyzed ultrasound images and clinical data from 191 female patients with BC treated at Beijing Luhe Hospital, Capital Medical University from May 2023 to January 2025. Patients were randomly assigned to training and test sets at a 7:3 ratio. Four models were constructed: a traditional radiomics model, a clinical model, a habitat model characterizing the tumor microenvironment, and a multimodal model combining habitat radiomics with clinical features. Model performance was assessed using receiver operating characteristic curve analysis and decision curve analysis.

Results: In the training set, the habitat model achieved an area under the curve (AUC) of 0.869, outperforming the clinical model (AUC = 0.718) and the traditional radiomics model (AUC = 0.771). The multimodal model, integrating habitat analysis and clinical features, yielded the highest AUC (0.900). In the test set, the habitat model again showed superior discriminative ability (AUC = 0.866) compared with the clinical model (AUC = 0.727) and the radiomics model (AUC = 0.662); meanwhile, the multimodal model achieved the highest AUC (0.902).

Conclusion: The habitat model demonstrated superior predictive performance compared with models based solely on ultrasound radiomics or clinical features, and the multimodal approach yielded the best overall accuracy. This combined model offers a promising non-invasive tool for pre-operative assessment of SLN status in patients with BC and may assist clinical decision-making.

目的:本研究旨在建立一种结合栖息地放射组学和临床特征的多模式模型,用于无创预测乳腺癌(BC)腋窝前哨淋巴结(SLN)转移。方法:回顾性分析2023年5月至2025年1月在首都医科大学附属北京潞河医院治疗的191例女性BC患者的超声图像和临床资料。患者按7:3的比例随机分配到训练组和测试组。构建了传统放射组学模型、临床模型、表征肿瘤微环境的栖息地模型和结合临床特征的栖息地放射组学多模态模型。采用受试者工作特征曲线分析和决策曲线分析对模型性能进行评价。结果:在训练集中,生境模型的曲线下面积(AUC)为0.869,优于临床模型(AUC = 0.718)和传统放射组学模型(AUC = 0.771)。综合生境分析和临床特征的多模态模型的AUC最高,为0.900。在测试集中,生境模型再次表现出优于临床模型(AUC = 0.727)和放射组学模型(AUC = 0.662)的判别能力(AUC = 0.866);多模态模型的AUC最高,为0.902。结论:与仅基于超声放射组学或临床特征的模型相比,生境模型具有更好的预测性能,多模态方法具有最佳的总体准确性。该联合模型为术前评估BC患者的SLN状态提供了一种有前途的非侵入性工具,并可能有助于临床决策。
{"title":"Ultrasound Habitat Radiomics Plus Clinical Features for Pre-Operative Prediction of Sentinel Lymph Node Metastasis in Breast Cancer.","authors":"Yiwei Wang, Wen Liang, Peng Han, Tiantian Ye, Manyu Hao, Mingjie Gao","doi":"10.1002/jum.70129","DOIUrl":"https://doi.org/10.1002/jum.70129","url":null,"abstract":"<p><strong>Objectives: </strong>This study aimed to develop a multimodal model that integrates habitat radiomics and clinical features for non-invasive prediction of axillary sentinel lymph node (SLN) metastasis in breast cancer (BC).</p><p><strong>Methods: </strong>We retrospectively analyzed ultrasound images and clinical data from 191 female patients with BC treated at Beijing Luhe Hospital, Capital Medical University from May 2023 to January 2025. Patients were randomly assigned to training and test sets at a 7:3 ratio. Four models were constructed: a traditional radiomics model, a clinical model, a habitat model characterizing the tumor microenvironment, and a multimodal model combining habitat radiomics with clinical features. Model performance was assessed using receiver operating characteristic curve analysis and decision curve analysis.</p><p><strong>Results: </strong>In the training set, the habitat model achieved an area under the curve (AUC) of 0.869, outperforming the clinical model (AUC = 0.718) and the traditional radiomics model (AUC = 0.771). The multimodal model, integrating habitat analysis and clinical features, yielded the highest AUC (0.900). In the test set, the habitat model again showed superior discriminative ability (AUC = 0.866) compared with the clinical model (AUC = 0.727) and the radiomics model (AUC = 0.662); meanwhile, the multimodal model achieved the highest AUC (0.902).</p><p><strong>Conclusion: </strong>The habitat model demonstrated superior predictive performance compared with models based solely on ultrasound radiomics or clinical features, and the multimodal approach yielded the best overall accuracy. This combined model offers a promising non-invasive tool for pre-operative assessment of SLN status in patients with BC and may assist clinical decision-making.</p>","PeriodicalId":17563,"journal":{"name":"Journal of Ultrasound in Medicine","volume":" ","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145634994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Journal of Ultrasound in Medicine
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