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Research progresses of imaging studies on preoperative prediction of microvascular invasion of hepatocellular carcinoma. 肝细胞癌微血管侵犯术前预测的成像研究进展。
Pub Date : 2024-01-01 DOI: 10.3233/CH-242286
Yi-Xiang Li, Wei-Long Lv, Meng-Meng Qu, Li-Li Wang, Xiao-Yu Liu, Ying Zhao, Jun-Qiang Lei

Hepatocellular carcinoma (HCC) is the predominant form of primary liver cancer, accounting for approximately 90% of liver cancer cases. It currently ranks as the fifth most prevalent cancer worldwide and represents the third leading cause of cancer-related mortality. As a malignant disease with surgical resection and ablative therapy being the sole curative options available, it is disheartening that most HCC patients who undergo liver resection experience relapse within five years. Microvascular invasion (MVI), defined as the presence of micrometastatic HCC emboli within liver vessels, serves as an important histopathological feature and indicative factor for both disease-free survival and overall survival in HCC patients. Therefore, achieving accurate preoperative noninvasive prediction of MVI holds vital significance in selecting appropriate clinical treatments and improving patient prognosis. Currently, there are no universally recognized criteria for preoperative diagnosis of MVI in clinical practice. Consequently, extensive research efforts have been directed towards preoperative imaging prediction of MVI to address this problem and the relative research progresses were reviewed in this article to summarize its current limitations and future research prospects.

肝细胞癌(HCC)是原发性肝癌的主要形式,约占肝癌病例的 90%。目前,它在全球癌症发病率中排名第五,是导致癌症相关死亡的第三大原因。作为一种恶性疾病,手术切除和消融治疗是唯一的根治方法,但令人沮丧的是,大多数接受肝切除术的 HCC 患者在五年内都会复发。微血管侵犯(MVI)是指肝脏血管内存在微转移性 HCC 栓子,是 HCC 患者无病生存率和总生存率的重要组织病理学特征和指示因素。因此,术前准确预测微转移瘤栓对选择合适的临床治疗方法和改善患者预后具有重要意义。目前,临床上还没有公认的 MVI 术前诊断标准。因此,针对这一问题,人们在术前成像预测 MVI 方面进行了广泛的研究,本文回顾了相关研究进展,总结了其目前的局限性和未来的研究前景。
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引用次数: 0
Colorectal liver metastases: Correlations of contrast-enhanced ultrasound features with tumor clinicopathological factors and clinical outcomes following conversion therapy. 结直肠癌肝转移:超声造影特征与肿瘤临床病理因素和转化治疗后临床结果的相关性。
Pub Date : 2024-01-01 DOI: 10.3233/CH-231963
Xiao-Long Zhang, Hang-Tao Wang, Yang Tang, Qing Lu, Hai-Xia Yuan, Xi Wang, Li-Heng Liu, De-Xiang Zhu, Wen-Ping Wang

Objective: To explore the prognostic impact of contrast-enhanced ultrasound (CEUS) features for initially unresectable colorectal liver metastases (CLMs) in a clinical setting of conversion therapy.

Methods: Between March 2015 and November 2020, consecutive patients with CLMs who received conversion treatment were prospectively enrolled. All participants underwent liver CEUS at baseline. The primary endpoint was conversion resection rate (R0 and overall resection). Secondary endpoints were objective response rate (ORR), overall survival (OS), and progression-free survival (PFS).

Results: 104 participants who completed conversion treatment were included. CEUS enhancement pattern was correlated with index lesion (size and echogenicity), primary (site, differentiation, perineural invasion, and RAS genotype) and serum (CA19-9 level) characteristics (P = <0.001-0.016). CEUS enhancement pattern was significantly associated with R0 resection rate, ORR, PFS, and OS (P = 0.001-0.049), whereas enhancement degree was associated with PFS and OS (P = 0.043 and 0.045). Multivariate analysis showed that heterogeneous enhancement independently predicted R0 and overall resection (P = 0.028 and 0.024) while rim-like enhancement independently predicted ORR and OS (P = 0.009 and 0.026).

Conclusion: CEUS enhancement pattern was significantly associated with tumor characteristics and clinical outcomes following conversion therapy, and thus might be of prognosis impact for initially unresectable CLMs.

目的:探讨在转化治疗的临床环境中,超声造影(CEUS)特征对最初不可切除的结直肠癌肝转移瘤(CLMs)的预后影响。方法:在2015年3月至2020年11月期间,前瞻性纳入接受转化治疗的连续CLM患者。所有参与者在基线时均接受了肝脏CEUS检查。主要终点是转化切除率(R0和总切除率)。次要终点是客观有效率(ORR)、总生存率(OS)和无进展生存率(PFS)。结果:104名完成转化治疗的参与者被纳入。CEUS增强模式与指标病变(大小和回声)、原发性病变(部位、分化、神经侵袭和RAS基因型)和血清(CA19-9水平)特征相关(P = 结论:CEUS增强模式与转换治疗后的肿瘤特征和临床结果显著相关,因此可能对最初不可切除的CLM的预后产生影响。
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引用次数: 0
CircLZIC regulates ox-LDL-induced HUVEC cell proliferation and apoptosis via Micro-330-5p/NOTCH2 axis in atherosclerosis. CircLZIC 在动脉粥样硬化中通过 Micro-330-5p/NOTCH2 轴调节氧化-LDL 诱导的 HUVEC 细胞增殖和凋亡。
Pub Date : 2024-01-01 DOI: 10.3233/CH-232063
Xingping Men, Aizhen Hu, Tingting Xu

Atherosclerosis (AS) is a major chronic non-communicable disease and a primary cause of cardiovascular disease. Recent studies have shown that circRNAs are potential epigenetic factors that regulate vascular endothelial inflammatory responses and AS progression. Therefore, identification of the circRNAs that regulate ox-LDL levels is a critical step to understanding the pathology of AS. Our study is aim to investigate how circLZIC regulates atherosclerosis (AS) via the Micro-330-5p/NOTCH2 regulatory axis. The results showed that CircLZIC and NOTCH2 are highly expressed in human AS clinical samples, while Micro-330-5p is expressed locally. The CCK-8 experiment results showed that circLZIC promotes the proliferation of HUVECS cells. Flow cytometry analysis showed that circLZIC act as an inhibitor of HUVEC cell apoptosis. The expression level of Micro-330-5p can be up-regulated by transfection of small interfering RNA against circLZIC. Further, Starbase predicted that Micro-330-5p could target and regulate NOTCH2. Next, we confirmed that overexpression of Micro-330-5p could significantly reduce the expression of fluorescein using the double Luciferase reporter assay. RIP-qRT-PCR experiment showed that Micro-330-5p and NOTCH2 mRNAs are effectively enriched by ago2 protein. Further, we found that knocking down circLZIC increases the expression of Micro-330-5p and promotes cell apoptosis, while inhibiting the expression of NOTCH2 and cell activity. On the other hand, co-transfection of Micro-330-5p inhibitor decreases Micro-330-5p expression and inhibit cell apoptosis, while increasing NOTCH2 expression and cell activity. In conclusion, CircLZIC regulates HUVEC cell activity by the Micro-330-5p/NOTCH2 signaling pathway, suggesting that circLZIC plays a key role in atherosclerosis development.

动脉粥样硬化(AS)是一种主要的慢性非传染性疾病,也是心血管疾病的主要病因。最近的研究表明,circRNAs 是调控血管内皮炎症反应和动脉粥样硬化进展的潜在表观遗传因素。因此,识别调控 ox-LDL 水平的 circRNA 是了解强直性脊柱炎病理的关键一步。我们的研究旨在探讨circLZIC如何通过Micro-330-5p/NOTCH2调控轴调控动脉粥样硬化(AS)。结果显示,CircLZIC和NOTCH2在人类AS临床样本中高表达,而Micro-330-5p则在局部表达。CCK-8实验结果显示,circLZIC能促进HUVECS细胞的增殖。流式细胞术分析表明,circLZIC具有抑制HUVEC细胞凋亡的作用。转染针对 circLZIC 的小干扰 RNA 可以上调 Micro-330-5p 的表达水平。此外,星基公司还预测 Micro-330-5p 可靶向调控 NOTCH2。接下来,我们利用双荧光素酶报告实验证实了过表达 Micro-330-5p 能显著降低荧光素的表达。RIP-qRT-PCR 实验表明,micro-330-5p 和 NOTCH2 mRNA 被 ago2 蛋白有效富集。此外,我们还发现,敲除 circLZIC 会增加 Micro-330-5p 的表达,促进细胞凋亡,同时抑制 NOTCH2 的表达和细胞活性。另一方面,联合转染Micro-330-5p抑制剂会降低Micro-330-5p的表达,抑制细胞凋亡,同时增加NOTCH2的表达和细胞活性。总之,CircLZIC通过Micro-330-5p/NOTCH2信号通路调节HUVEC细胞活性,表明circLZIC在动脉粥样硬化的发生发展中起着关键作用。
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引用次数: 0
Differences in human and commercial hybrid pig platelet activation induced by borosilicate glass beads in a modified chandler loop-system. 改良钱德勒循环系统中硼硅玻璃珠诱导的人类和商品杂交猪血小板活化的差异。
Pub Date : 2024-01-01 DOI: 10.3233/CH-248103
Tim Christer, A Hüner, Jan Willem Robering, Christof Mrowietz, Bernhard Hiebl

 The pig (Sus scrofa) is the most widely used large animal model in Europe, with cardiovascular research being one of the main areas of application. Adequate refinement of interventional studies in this field, meeting the requirements of Russell and Burch's 3 R concept, can only be performed if blood-contacting medical devices are hemocompatible. Because most medical devices for cardiovascular interventional procedures are developed for humans, they are tested only for compatibility with human blood. The aim of this study was therefore to determine whether there are differences in behavior of human and porcine platelets from commercial hybrid pigs when they come into contact with borosilicate glass, which was used as an exemplary thrombogenic material. For this purpose, changes in platelet count, platelet volume and platelet expression of the activation markers CD61, CD62P and CD63 were measured using a modified chandler loop-system simulating the fluidic effects of the bloodflow. Commercial hybrid pig and human platelets showed significant adhesions to borosilicate glass but the commercial hybrid pigs platelets showed a significantly higher tendency to adhere to borosilicate glass. In contrast to human platelets the platelets of commercial hybrid pigs showed significant activation after 4 to 8 minutes exposure to borosilicate glass and there were differences among the ratios of surface and activation markers in between the platelets of both species.

猪(Sus scrofa)是欧洲应用最广泛的大型动物模型,心血管研究是其主要应用领域之一。只有当与血液接触的医疗器械与血液相容时,才能充分完善该领域的介入研究,满足 Russell 和 Burch 的 3 R 概念要求。由于大多数用于心血管介入手术的医疗器械都是为人类开发的,因此只能进行与人体血液的兼容性测试。因此,本研究的目的是确定人血小板和来自商品杂交猪的猪血小板在与硼硅酸盐玻璃接触时的行为是否存在差异。为此,使用模拟血流流体效应的改良钱德勒循环系统测量了血小板数量、血小板体积和血小板活化标志物 CD61、CD62P 和 CD63 表达的变化。商品杂交猪和人的血小板对硼硅玻璃有明显的粘附性,但商品杂交猪的血小板对硼硅玻璃的粘附倾向明显更高。与人类血小板相反,商品杂交猪的血小板在接触硼硅酸盐玻璃 4 至 8 分钟后显示出明显的活化现象,而且这两个物种的血小板在表面和活化标记物的比例上存在差异。
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引用次数: 0
Predictive value for axillary lymph node metastases in early breast cancer: Based on contrast-enhanced ultrasound characteristics of the primary lesion and sentinel lymph node. 早期乳腺癌腋窝淋巴结转移的预测价值:基于原发病变和前哨淋巴结的对比增强超声特征。
Pub Date : 2024-01-01 DOI: 10.3233/CH-231973
Wenjing Pang, Yao Wang, Yangyang Zhu, Yingying Jia, Fang Nie

Objective: To evaluate the value of contrast-enhanced ultrasound (CEUS) characteristics based on primary lesion combined with lymphatic contrast-enhanced ultrasound (LCEUS) patterns of SLN in predicting axillary lymph node metastasis (ALNM) with T1-2N0 breast cancer.

Methods: A retrospective study was conducted in 118 patients with clinically confirmed T1-2N0 breast cancer. Conventional ultrasound (CUS) and CEUS characteristics of the primary lesion and enhancement patterns of SLN were recorded. The risk factors associated with ALNM were selected by univariate and binary logistic regression analysis, and the receiver operating characteristic (ROC) curve was drawn for the evaluation of predictive ALNM metastasis performance.

Results: Univariate analysis showed that age, HER-2 status, tumor size, nutrient vessels, extended range of enhancement lesion, and the enhancement patterns of SLN were significant predictive features of ALNM. Further binary logistic regression analysis indicated that the extended range of enhancement lesion (p <  0.001) and the enhancement patterns of SLN (p <  0.001) were independent risk factors for ALNM. ROC analysis showed that the AUC of the combination of these two indicators for predicting ALNM was 0.931 (95% CI: 0.887-0.976, sensitivity: 75.0%, specificity: 99.8%).

Conclusion: The CEUS characteristics of primary lesion combined with enhancement patterns of SLN are highly valuable in predicting ALNM and can guide clinical axillary surgery decision-making in early breast cancer.

目的:探讨基于原发病灶的超声造影(CEUS)特征联合淋巴结造影(LCEUS)对淋巴结转移(ALNM)预测T1-2N0型乳腺癌的价值。方法:对118例临床确诊的T1-2N0型乳腺癌患者进行回顾性分析。记录原发性病变的常规超声(CUS)和超声造影(CEUS)特征及SLN的增强模式。通过单因素和二元logistic回归分析选择与ALNM相关的危险因素,绘制受试者工作特征(ROC)曲线,评价预测ALNM转移的表现。结果:单因素分析显示,年龄、HER-2状态、肿瘤大小、营养血管、增强病灶范围、SLN增强模式是ALNM的重要预测特征。进一步的二元logistic回归分析表明,增强病灶范围扩大(p < 0.001)和SLN增强模式(p < 0.001)是ALNM的独立危险因素。ROC分析显示,两指标联合预测ALNM的AUC为0.931 (95% CI: 0.887 ~ 0.976,敏感性:75.0%,特异性:99.8%)。结论:原发性病灶超声造影特征结合SLN增强模式对早期乳腺癌ALNM的预测具有重要价值,可指导临床腋窝手术决策。
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引用次数: 0
Reactive lymphoid hyperplasia of the liver: A rare case report. 肝脏反应性淋巴增生:罕见病例报告
Pub Date : 2024-01-01 DOI: 10.3233/CH-232087
Keke Chen, Feihang Wang, Minying Deng, Kai Yuan, Xi Wang, Qiannan Zhao, Yi Dong, Wenping Wang

Background: Hepatic reactive lymphoid hyperplasia (RLH) is a rare benign lymphoproliferative lesion and a poorly understood disease. It is usually asymptomatic and incidental, but it is difficult to distinguish from hepatocellular carcinoma and metastatic liver tumor on imaging, and percutaneous biopsy is not sufficient to distinguish from low-grade malignant lymphoma and extranodal marginal zone lymphoma of mucosa-associated lymphoid tissue (MALT lymphoma), making diagnosis difficult.

Case summary: A 69-year-old woman came to our hospital for reexamination of pulmonary nodules followed by liver occupation. The lesions showed "wash-in and wash-out" on contrast-enhanced ultrasonography and magnetic resonance imaging. Enhanced magnetic resonance also showed annular envelope enhancement and limited diffusion on the ADC map during the delay period. Imaging revealed metastatic liver cancer, and the patient underwent a partial hepatectomy. However, the final histopathological diagnosis was RLH.

Conclusion: If small isolated nodules are found in the liver of middle-aged and elderly female patients with no risk factors for liver malignancy, when the enhanced imaging suggests "wash-in and wash-out", further focus should be placed on whether the enhanced imaging shows perinodular enhancement and whether the DWI shows limited diffusion in MRI, in order to emphasize the possibility of liver RLH diagnosis.

背景:肝脏反应性淋巴细胞增生症(RLH)是一种罕见的良性淋巴增生性病变,也是一种鲜为人知的疾病。它通常无症状且偶发,但在影像学上很难与肝细胞癌和转移性肝肿瘤相鉴别,经皮活检也不足以与低度恶性淋巴瘤和粘膜相关淋巴组织结节外边缘区淋巴瘤(MALT淋巴瘤)相鉴别,给诊断带来困难。病例摘要:一位69岁的女性因肺部结节后肝脏占位来我院复查。造影剂增强超声波和磁共振成像显示病变呈 "冲入和冲出"。增强磁共振也显示出环状包膜增强和延迟期 ADC 图弥散受限。影像学检查发现了转移性肝癌,患者接受了部分肝切除术。然而,最终的组织病理学诊断是 RLH:结论:如果在无肝脏恶性肿瘤危险因素的中老年女性患者的肝脏中发现孤立的小结节,当增强成像提示 "冲入和冲出 "时,应进一步关注增强成像是否显示结节周围强化,MRI的DWI是否显示弥散受限,以强调肝脏RLH诊断的可能性。
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引用次数: 0
Impact and mechanisms of drag-reducing polymers on shear stress regulation in pulmonary hypertension. 减阻聚合物对肺动脉高压剪切应力调节的影响和机制。
Pub Date : 2024-01-01 DOI: 10.3233/CH-242281
Yali Wang, Qing Ye, Yongqi Cui, Yunjiang Wu, Sipei Cao, Feng Hu

Background: Pulmonary hypertension (PH) is a refractory disease characterized by elevated pulmonary artery pressure and resistance. Drag-reducing polymers (DRPs) are blood-soluble macromolecules that reduce vascular resistance by altering the blood dynamics and rheology. Our previous work indicated that polyethylene oxide (PEO) can significantly reduce the medial wall thickness and vascular resistance of the pulmonary arteries, but the specific mechanism is still unclear.

Methods: This study was designed to investigate the role and mechanism of PEO on intracellular calcium [Ca2 +] i and cytoskeletal proteins of endothelial cells (ECs) induced by low shear stress (LSS) in PH. Primary Pulmonary Artery Endothelial Cells (PAECs) were subjected to steady LSS (1 dyn/cm2) or physiological shear stress (SS) (10 dyn/cm2) for 20 h in a BioFlux 200 flow system. Calcium influx assays were conducted to evaluate the mechanisms of PEO on [Ca2 +] i. Subsequently, taking the key protein that induces cytoskeletal remodeling, the regulatory light chain (RLC) phosphorylation, as the breakthrough point, this study focused on the two key pathways of PEO that regulate phosphorylation of RLC: Myosin light chain kinase (MLCK) and Rho-associated kinase (ROCK) pathways.

Results: Our current research revealed that PEO at LSS (1 dyn/cm2) significantly suppressed LSS-induced [Ca2 +] i and the expression level of transient receptor potential channel 1(TRPC1). In addition, ECs convert LSS stimuli into the upregulation of cytoskeletal proteins, including filamentous actin (F-actin), MLCK, ROCK, p-RLC, and pp-RLC. Further experiments using pharmacological inhibitors demonstrated that PEO at the LSS downregulated cytoskeleton-related proteins mainly through the ROCK and MLCK pathways.

Conclusions: This study considered intracellular calcium and cytoskeleton rearrangement as entry points to study the application of PEO in the biomedical field, which has important theoretical significance and practical application value for the treatment of PH.

背景:肺动脉高压(PH)是一种以肺动脉压力和阻力升高为特征的难治性疾病。降阻聚合物(DRP)是一种可溶于血液的大分子,可通过改变血液动力学和流变学来降低血管阻力。我们之前的研究表明,聚环氧乙烷(PEO)能显著降低肺动脉内侧壁厚度和血管阻力,但具体机制仍不清楚:本研究旨在探讨 PEO 对低剪切应力(LSS)诱导的 PH 内皮细胞(ECs)胞内钙[Ca2 +] i 和细胞骨架蛋白的作用和机制。原代肺动脉内皮细胞(PAECs)在 BioFlux 200 流量系统中接受稳定的低剪切应力(1 dyn/cm2)或生理剪切应力(SS)(10 dyn/cm2)20 小时。随后,本研究以诱导细胞骨架重塑的关键蛋白--调节轻链(RLC)磷酸化为突破点,重点研究了PEO调节RLC磷酸化的两个关键途径:肌球蛋白轻链激酶(MLCK)和Rho相关激酶(ROCK)途径:我们目前的研究发现,LSS(1 dyn/cm2)条件下的PEO能显著抑制LSS诱导的[Ca2 +] i和瞬时受体电位通道1(TRPC1)的表达水平。此外,心血管细胞将 LSS 刺激转化为细胞骨架蛋白的上调,包括丝状肌动蛋白(F-actin)、MLCK、ROCK、pp-RLC 和 pp-RLC。使用药理抑制剂进行的进一步实验表明,LSS 处的 PEO 主要通过 ROCK 和 MLCK 途径下调细胞骨架相关蛋白:本研究将细胞内钙离子和细胞骨架重排作为研究PEO在生物医学领域应用的切入点,对PH的治疗具有重要的理论意义和实际应用价值。
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引用次数: 0
Antibiotic therapy in reconstructive surgery of deep sternal wound infections. 胸骨深创面感染重建手术中的抗生素治疗。
Pub Date : 2024-01-01 DOI: 10.3233/CH-238121
P Unbehaun, L Prantl, S Langer, N Spindler

Background: The choice of antibiotics and length of administration in the treatment of deep sternal wound infections (DSWI) is unclear. The reason for this is the lack of studies and local differences in resistance. An increase in resistance can be observed in gram-positive cocci, which are the most frequently detected in deep sternal infections. The duration of administration is often 2- 6 weeks or longer, although the benefit of prolonged antibiotic administration has not been confirmed by studies. We evaluated the antibiotic treatment during surgical treatment, consisting of surgical wound debridement and plastic chest reconstruction.

Methods: Retrospective analysis of patients (n = 260) who underwent reconstructive surgery in the Department of Plastic Surgery at Leipzig University Hospital from 01.05.2012 - 31.12.2020. The duration of intake, results of microbiological swabs and resistance were investigated.

Results: At the time of discharge, closed wound conditions were noted in 177 of 260 cases (68.1%). The largest proportion of patients (n = 238) was treated with a latissimus dorsi flap (91.5%).Antibiotic treatment was conducted in 206 of 260 cases (79.2%). The mean duration of antibiotic administration was 21.4 days (±17.6). Prolonged treatment over 14 days did not alter outcome (p = 0.226), in contrast, the number of multidrug resistances (p < 0.001). There was no prove of resistance against linezolid which is effective against the most common found infectious agents Staphylococcus epidermidis (n = 93; 24.0 %) & Staphylococcus aureus (n = 47; 12.1 %).

Conclusion: There is no evidence of benefit from antibiotic therapy over 14 days, whereas multidrug resistance increases with prolonged antibiotic use. In the absence of infectious agents or clinical signs of inflammation, surgical treatment without additional antibiotic treatment is effective.Linezolid is a suitable antibiotic in the treatment of gram-positive infections which are the most frequent in DSWI.

在治疗深胸骨伤口感染(DSWI)时,抗生素的选择和给药时间尚不清楚。其原因是缺乏研究和当地的耐药性差异。在革兰氏阳性球菌中可观察到耐药性增加,这种球菌在深胸骨感染中最常被发现。给药的持续时间通常为2- 6周或更长,尽管延长抗生素给药的益处尚未得到研究的证实。我们评估了手术治疗期间的抗生素治疗,包括手术伤口清创和胸部整形重建。方法:回顾性分析2012年5月1日至2020年12月31日在莱比锡大学医院整形外科接受重建手术的患者260例。并对摄食时间、微生物拭子结果及耐药性进行了调查。结果:出院时,260例患者中有177例创面闭合,占68.1%。采用背阔肌皮瓣治疗的患者比例最大(238例),占91.5%。260例中有206例(79.2%)接受抗生素治疗。平均给药时间为21.4天(±17.6天)。延长治疗超过14天没有改变结果(p = 0.226),相反,多药耐药的数量(p < 0.001)。没有证据表明对利奈唑胺有耐药性,利奈唑胺对最常见的传染性病原体表皮葡萄球菌有效(n = 93;24.0%)和金黄色葡萄球菌(n = 47;12.1%)。结论:没有证据表明抗生素治疗超过14天有益,而多药耐药随着抗生素使用时间的延长而增加。在没有感染因子或炎症临床体征的情况下,手术治疗无需额外的抗生素治疗是有效的。利奈唑胺是治疗革兰氏阳性感染的合适抗生素,而革兰氏阳性感染在社会福利和社会发展倡议中最为常见。
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引用次数: 0
Automatic detection of thyroid nodules with a real-time artificial intelligence system in a real clinical scenario and the associated influencing factors. 在真实临床场景中利用实时人工智能系统自动检测甲状腺结节及其相关影响因素。
Pub Date : 2024-01-01 DOI: 10.3233/CH-242099
Ya-Dan Xu, Yang Tang, Qi Zhang, Zheng-Yong Zhao, Chong-Ke Zhao, Pei-Li Fan, Yun-Jie Jin, Zheng-Biao Ji, Hong Han, Hui-Xiong Xu, Yi-Lei Shi, Ben-Hua Xu, Xiao-Long Li

Background: At present, most articles mainly focused on the diagnosis of thyroid nodules by using artificial intelligence (AI), and there was little research on the detection performance of AI in thyroid nodules.

Objective: To explore the value of a real-time AI based on computer-aided diagnosis system in the detection of thyroid nodules and to analyze the factors influencing the detection accuracy.

Methods: From June 1, 2022 to December 31, 2023, 224 consecutive patients with 587 thyroid nodules were prospective collected. Based on the detection results determined by two experienced radiologists (both with more than 15 years experience in thyroid diagnosis), the detection ability of thyroid nodules of radiologists with different experience levels (junior radiologist with 1 year experience and senior radiologist with 5 years experience in thyroid diagnosis) and real-time AI were compared. According to the logistic regression analysis, the factors influencing the real-time AI detection of thyroid nodules were analyzed.

Results: The detection rate of thyroid nodules by real-time AI was significantly higher than that of junior radiologist (P = 0.013), but lower than that of senior radiologist (P = 0.001). Multivariate logistic regression analysis showed that nodules size, superior pole, outside (near carotid artery), close to vessel, echogenicity (isoechoic, hyperechoic, mixed-echoic), morphology (not very regular, irregular), margin (unclear), ACR TI-RADS category 4 and 5 were significant independent influencing factors (all P < 0.05). With the combination of real-time AI and radiologists, junior and senior radiologist increased the detection rate to 97.4% (P < 0.001) and 99.1% (P = 0.015) respectively.

Conclusons: The real-time AI has good performance in thyroid nodule detection and can be a good auxiliary tool in the clinical work of radiologists.

研究背景目前,大多数文章主要关注利用人工智能(AI)诊断甲状腺结节,而对人工智能在甲状腺结节中的检测性能研究较少:探讨基于计算机辅助诊断系统的实时人工智能在甲状腺结节检测中的应用价值,并分析影响检测准确性的因素:方法:自2022年6月1日至2023年12月31日,前瞻性地收集了224例连续患者的587个甲状腺结节。根据两名经验丰富的放射科医生(均有 15 年以上甲状腺诊断经验)的检测结果,比较不同经验水平的放射科医生(有 1 年甲状腺诊断经验的初级放射科医生和有 5 年甲状腺诊断经验的高级放射科医生)和实时人工智能对甲状腺结节的检测能力。根据逻辑回归分析,对影响实时人工智能检测甲状腺结节的因素进行了分析:结果:实时人工智能对甲状腺结节的检出率明显高于初级放射医师(P = 0.013),但低于高级放射医师(P = 0.001)。多变量逻辑回归分析显示,结节大小、上极、外侧(靠近颈动脉)、靠近血管、回声性(等回声、高回声、混合回声)、形态(不规则、不规则)、边缘(不清楚)、ACR TI-RADS 4 类和 5 类是重要的独立影响因素(均为 P 结论:实时人工智能在甲状腺结节检测中表现良好,可作为放射科医生临床工作的良好辅助工具。
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引用次数: 0
Pitfalls and strategies of Sonazoid enhanced ultrasonography in differentiating metastatic and benign hepatic lesions. 索那唑类增强超声鉴别肝转移与良性病变的缺陷与对策。
Pub Date : 2024-01-01 DOI: 10.3233/CH-231995
Wei Zhang, Yilun Liu, Qiong Wu, Xiaoer Wei, Beibei Liu, Qiong Jiao, Rui Zhang, Bing Hu, Yi Li, Tao Ying

Objective: This article aims to clarify pitfalls and find strategies for the detecting and diagnosing hyperechoic liver metastases (LMs) using Sonazoid-contrast enhanced ultrasonography (Sonazoid-CEUS).

Methods: This study was a prospective self-controlled study. Patients with hepatic lesions suspected as LMs or benign lesions were included in the study. Baseline ultrasonography (BUS) and Sonazoid-CEUS were performed on every patient. Characteristics of LMs and benign nodules were compared by chi-square test and fisher test. Factors influenced the CEUS were demonstrated by univariate analysis and multivariate logistic regression analysis.

Results: 54 patients were included in this study. CEUS found additional 75 LMs from 19 patients in Kupffer phase. We found hyperechoic focal liver lesions and deep seated in liver are main confounding factors in CEUS diagnosis. Sensitivity would be improved from 16.67% to 78.57%, negative predictive value (NPV) would be improved from 28.57% to 76.92% and accuracy would be improved from 37.5% to 87.50% when using rapid "wash-in" and "wash-out" as main diagnostic criteria.

Conclusions: Hyperechoic LMs especially deeply seated ones are usually not shown typical "black hole" sign in Kupffer phase. Quickly "wash-in and wash out" shows high accuracy in diagnosing malignant nodules. We highly recommend CEUS as a routing exam to detect and diagnose LMs.

目的:探讨超声超声造影(Sonazoid-CEUS)检测和诊断高回声肝转移(LMs)的陷阱和策略。方法:本研究为前瞻性自我对照研究。肝病变疑似为LMs或良性病变的患者纳入研究。所有患者均行基线超声检查(BUS)和索那唑-超声造影(Sonazoid-CEUS)。采用卡方检验和fisher检验比较恶性肿瘤和良性结节的特征。单因素分析和多因素logistic回归分析表明影响超声造影的因素。结果:54例患者纳入本研究。超声造影在19例Kupffer期患者中发现75例LMs。我们发现高回声局灶性肝脏病变和肝脏深部病变是超声造影诊断的主要混淆因素。以快速“冲入”和“冲出”为主要诊断标准,敏感性由16.67%提高到78.57%,阴性预测值(NPV)由28.57%提高到76.92%,准确率由37.5%提高到87.50%。结论:高回声LMs在Kupffer期通常不表现出典型的“黑洞”征象,尤其是深陷性LMs。快速“洗入洗出”诊断恶性结节准确率高。我们强烈推荐CEUS作为一种路由检查来检测和诊断LMs。
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Clinical hemorheology and microcirculation
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