Sinonasal

鼻窦
  • 文章类型: Journal Article
    背景:本研究旨在评估动态对比增强磁共振成像(DCE-MRI)和弥散加权成像(DWI)参数在区分鼻窦淋巴瘤和鼻窦癌方面的诊断效能。
    方法:42例经组织学证实的鼻腔鼻窦淋巴瘤和52例鼻腔鼻窦癌患者用3.0TMRI扫描仪进行成像。进行了DCE-MRI和DWI,和各种参数,包括时间-强度曲线(TIC)的类型,时间达到顶峰,峰值增强,峰值对比度增强,冲洗率,表观扩散系数(ADC),测量相对ADC。采用二元logistic回归和受试者工作特征(ROC)曲线分析来评估单独和组合指标对鼻窦淋巴瘤和鼻窦癌的诊断能力。
    结果:鼻窦淋巴瘤主要表现为II型TIC(n=20),而鼻腔鼻窦癌主要表现为III型TIC(n=23)。除冲洗比(p<0.05)外,所有参数均存在显着差异。ADC值成为单一参数中最可靠的诊断工具。与个别参数相比,DCE-MRI联合参数显示出更好的诊断效能。当组合DCE-MRI和DWI的所有参数时,效率最高(曲线下面积=0.945)。
    结论:涉及对比增强动态MRI和DWI的多参数评估在区分鼻窦淋巴瘤和鼻窦癌方面具有相当大的诊断价值。
    BACKGROUND: The study aimed to evaluate the diagnostic efficacy of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) and diffusion-weighted imaging (DWI) parameters in distinguishing sinonasal lymphoma from sinonasal carcinoma.
    METHODS: Forty-two participants with histologically confirmed sinonasal lymphomas and fifty-two cases of sinonasal carcinoma underwent imaging with a 3.0T MRI scanner. DCE-MRI and DWI were conducted, and various parameters including type of time-intensity curve(TIC), time to peak, peak enhancement, peak contrast enhancement, washout rate, apparent diffusion coefficient (ADC), and relative ADC were measured. Binary logistic regression and receiver operating characteristic (ROC) curve analysis were employed to assess the diagnostic capability of individual and combined indices for differentiating nasal sinus lymphoma from nasal sinus carcinoma.
    RESULTS: Sinonasal lymphoma predominantly exhibited type II TIC(n = 20), whereas sinonasal carcinoma predominantly exhibited type III TIC(n = 23). Significant differences were observed in all parameters except washout ratio (p < 0.05), and ADC value emerged as the most reliable diagnostic tool in single parameter. Combined DCE-MRI parameters demonstrated superior diagnostic efficacy compared to individual parameters, with the highest efficiency (area under curve = 0.945) achieved when combining all parameters of DCE-MRI and DWI.
    CONCLUSIONS: Multiparametric evaluation involving contrast-enhanced dynamic MRI and DWI holds considerable diagnostic value in distinguishing sinonasal lymphoma from sinonasal carcinoma.
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  • 文章类型: Randomized Controlled Trial
    背景:结外自然杀伤/T细胞淋巴瘤(ENKTL)是一种罕见的恶性肿瘤。本研究旨在开发预测列线图和基于网络的生存率计算器,以动态预测鼻窦ENKTL(SN-ENKTL)患者的生存率。
    方法:本研究调查了2008年1月至2016年12月在我院接受治疗的SN-ENKTL患者(n=134)。患者被随机分为训练和验证队列,以7:3的比例。识别并整合独立的预后因素,以使用Cox回归模型建立预测列线图和基于网络的计算器。通过一致性指数和校准曲线评估列线图。
    结果:年龄,乳酸脱氢酶,血红蛋白,爱泼斯坦-巴尔病毒的DNA,AnnArbor分期为独立危险因素。我们构建了一个生存预测列线图和一个基于网络的计算器(https://taiqinwang。shinyapps.io/DynNomapp/)。
    结论:这项研究开发了一个预后模型和一个基于网络的计算器,专门针对SN-ENKTL,供耳鼻喉科医师使用,以促进该疾病的及时治疗决策。
    方法:4喉镜,133:1645-1651,2023年。
    Extranodal natural killer/ T-cell lymphoma (ENKTL) is a rare malignant tumor. This study aimed to develop a predictive nomogram and a web-based survival rate calculator for dynamically predicting the survival of patients with sinonasal ENKTL (SN-ENKTL).
    This study investigated patients (n = 134) with SN-ENKTL who had been initially treated in our hospital between Jan 2008 and Dec 2016. The patients were randomly divided into training and validation cohorts, in a 7:3 ratio. Independent prognostic factors were identified and integrated to build a predictive nomogram and a web-based calculator using the Cox-regression model. The nomogram was evaluated by consistency index and calibration curve.
    Age, lactate dehydrogenase, hemoglobin, Epstein-Barr virus DNA, and Ann Arbor stage were identified as independent risk factors. We constructed a predictive nomogram for survival and a web-based calculator (https://taiqinwang.shinyapps.io/DynNomapp/).
    This study developed a prognostic model and a web-based calculator specifically focused on SN-ENKTL for otolaryngologists to use to facilitate timely treatment decisions for the disease.
    4 Laryngoscope, 133:1645-1651, 2023.
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  • 文章类型: Journal Article
    鼻窦腺样囊性癌(SNACCs)是侵袭性肿瘤,表现出大量扩张,在局部晚期时治疗具有挑战性。
    报告我们以鼻内镜手术(EES)为中心的综合治疗的经验,并讨论这些患者的相关结局。
    在一个中心对原发性局部晚期SNACCs患者进行回顾性审查。EES联合术后放疗(PORT)被用作以手术为中心的综合治疗方法。
    该研究包括44例III/IV期肿瘤患者。中位随访时间为43个月(4~161个月)。42例患者行PORT。5年总生存率(OS)和无病生存率(DFS)分别为61.2%和46%,分别。7例患者出现局部复发,19例患者发生远处转移。OS与术后局部复发无明显关系。IV期或显示远处术后转移的患者的OS比其他患者短。
    本地高级SNACC不是EES的禁忌症。以EES为中心的综合治疗可确保满意的生存率和合理的局部控制。当涉及重要结构时,使用EES和PORT进行功能保留手术可能是一种替代策略。
    UNASSIGNED: Sinonasal adenoid cystic carcinomas (SNACCs) are aggressive tumors that show massive expansion and are challenging to treat when locally advanced.
    UNASSIGNED: To report our experiences with endoscopic endonasal surgery (EES) - centered comprehensive treatment and discuss the associated outcomes of these patients.
    UNASSIGNED: A retrospective review of primary locally advanced SNACCs patients was conducted in a single center. EES combined with postoperative radiotherapy (PORT) was used as a comprehensive surgery-centered approach to treat these patients.
    UNASSIGNED: The study included 44 patients with Stage III/IV tumors. The median follow-up duration was 43 months (4-161 months). Forty-two patients underwent PORT. The 5-year overall survival (OS) and disease-free survival (DFS) rates were 61.2% and 46%, respectively. Local recurrence occurred in 7 patients, and 19 patients had distant metastasis. No significant relationship was found between OS and postoperative local recurrence. The OS of patients with Stage IV or exhibiting distant postoperative metastases was shorter than that of other patients.
    UNASSIGNED: Locally advanced SNACCs are not a contraindication for EES. EES-centered comprehensive treatment can ensure satisfactory survival rates and reasonable local control. Function-preserving surgery using EES and PORT may represent an alternative strategy when vital structures are involved.
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  • 文章类型: Review
    在本文中,我们介绍了一例罕见的肿瘤诱导的骨软化症(TIO),并对这种罕见疾病进行了文献复习。
    报告1例孤立性蝶窦TIO。此外,本文对蝶窦和其他鼻窦TIO的临床特点进行了回顾和总结。
    一名35岁的肌肉无力和下背部疼痛的男子来到神经内科。没有发现明显的神经系统疾病;然而,四肢的磁共振成像意外显示腋窝有肿瘤。骨显像显示可疑骨转移。低磷血症被忽视。有趣的是,2-脱氧-2-[氟-18]氟-d-葡萄糖正电子发射断层扫描/计算机断层扫描(18F-FDGPET/CT)检测到腋下的肿瘤和蝶窦的肿瘤,但只有蝶窦肿瘤在68-镓1,4,7,10-四氮杂环十二烷-1,4,7,10-四乙酸奥曲叶酸(Ga-68DOTATATE)PET/CT中有生长抑素受体(SSTR)表达。蝶窦肿瘤被证明是磷性间充质肿瘤(PMT),手术后磷酸盐水平恢复正常。文献复习仅显示17例发生在蝶窦的TIOs,平均年龄43.3±13.7岁。只有3例蝶窦的TIO没有侵入鼻腔或其他鼻旁窦,可以确定为孤立的蝶窦疾病。我们比较了蝶骨TIO与非蝶骨鼻窦TIO的临床特征,发现蝶窦TIOs组的1,25-二羟基维生素D浓度远高于非蝶窦TIOs组。共对153例鼻窦TIOs进行了回顾。筛窦是主要部位(64.7%),其次是鼻腔(50.3%),上颌窦(19.0%),额窦(16.4%),和蝶窦(11.8%)。有66例患者(43.1%)显示肿瘤侵入一个以上的窦。大多数肿瘤(69.3%)通过病理诊断为PMT,其次是血管外皮细胞瘤(14.3%)。免疫染色有助于这些肿瘤的鉴别诊断;然而,为了获得更好的准确性,需要更大的样本量。
    鼻窦的TIO,尤其是蝶窦,是罕见的。此外,孤立性蝶窦疾病易误诊。当骨软化症的临床表现不典型时,将它与蝶窦疾病联系起来更加困难。因此,蝶窦的TIO需要进一步探索。
    In this paper, we present a rare case of tumor-induced osteomalacia (TIO) and a literature review of this rare disease.
    A case of TIO of the isolated sphenoid sinus was reported. Furthermore, the clinical features of TIO in the sphenoid sinus and other sinonasal sinuses were also reviewed and summarized.
    A 35-year-old man with muscle weakness and lower back pain came to the Department of Neurology. No obvious neurological disease was found; however, magnetic resonance imaging of the extremities accidentally showed a tumor in the axilla. Bone scintigraphy showed suspicious bone metastasis. Hypophosphatemia was neglected. Interestingly, 2-deoxy-2-[fluorine-18]fluoro-d-glucose positron emission tomography/computed tomography (18F-FDG PET/CT) detected a tumor in the axilla and another in the sphenoid sinus, but only the tumor in the sphenoid sinus had somatostatin receptor (SSTR) expression in 68-gallium 1,4,7,10-tetraazacyclododecane-1,4,7,10-tetraacetic acid octreotate (Ga-68 DOTATATE) PET/CT. The sphenoid sinus tumor was proven to be a phosphaturic mesenchymal tumor (PMT), and the phosphate levels returned to normal after surgery. The literature review showed only 17 cases of TIOs that occurred in the sphenoid sinus, with an average age of 43.3 ± 13.7 years. Only three cases of TIOs in the sphenoid sinus did not invade the nasal cavity or other paranasal sinuses, which could be identified as isolated sphenoid sinus diseases. We compared the clinical features of sphenoid TIOs with those of non-sphenoid sinonasal TIOs, and it was found that the concentration of 1,25-dihydroxy vitamin D in the group with sphenoid TIOs was much higher than that in the group with non-sphenoid sinonasal TIOs. A total of 153 cases of TIOs in the sinonasal sinus were reviewed. The ethmoid sinus was found to be the major site (64.7%), followed by the nasal cavity (50.3%), maxillary sinus (19.0%), frontal sinus (16.4%), and sphenoid sinus (11.8%). There were 66 patients (43.1%) who showed tumors invading more than one sinus. Most of the tumors (69.3%) were diagnosed as PMTs by pathology, followed by hemangiopericytoma (14.3%). Immunostaining was beneficial in the differential diagnosis of these tumors; however, larger sample sizes are needed for better accuracy.
    TIO in the sinonasal sinus, especially in the sphenoid sinus, is rare. Moreover, isolated sphenoid sinus disease can be easily misdiagnosed. When the clinical manifestation of osteomalacia is atypical, associating it with sphenoid sinus disease is even more difficult. Thus, TIO in the sphenoid sinus needs further exploration.
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  • 文章类型: Journal Article
    目的:术前预测晚期鼻窦鳞状细胞癌(SNSCC)患者的复发风险是个体化治疗的关键。评估基于深度学习和多参数MRI的影像组学特征(RS)对晚期SNSCC2年复发风险的预测能力。
    方法:回顾性收集265例SNSCC患者(145例复发)的术前MRI数据集,包括T2加权(T2W),对比增强T1加权(T1c)序列和扩散加权(DW)序列。将所有患者分为165个训练队列和70个测试队列。采用基于VB-Net的深度学习分割模型对术前MRI感兴趣区域(ROI)进行分割,并从自动分割的ROI中提取影像组学特征。应用最小绝对收缩和选择算子(LASSO)和逻辑回归(LR)进行特征选择和影像组学评分构建。结合有意义的临床病理预测因子,制定了列线图并评估了其性能。此外,使用X-title软件将患者分为高风险或低风险早期复发(ER)亚组。评估每个亚组的无复发生存概率(RFS)。
    结果:影像组学评分,T级,组织学分级和Ki-67预测因子为独立预测因子.T2WI的分割模型,T1c,和表观扩散系数(ADC)序列的Dice系数分别为0.720、0.727和0.756,在测试队列中。RS-T2,RS-T1c和RS-ADC来自单参数MRI。RS组合(与T2WI组合,T1c,和ADC特征)来自多参数MRI,并达到曲线下面积(AUC),准确性为0.854(0.749-0.927)和74.3%(0.624-0.840),分别,在测试队列中。校准曲线和决策曲线分析(DCA)说明了其在临床实践中的价值。Kaplan-Meier分析显示,在训练和测试队列中,低风险患者的2年RFS率明显高于高风险患者(p<0.001)。
    结论:基于多序列MRI的自动列线图有助于预测SNSCC患者术前的ER。
    Preoperative prediction of the recurrence risk in patients with advanced sinonasal squamous cell carcinoma (SNSCC) is critical for individualized treatment. To evaluate the predictive ability of radiomics signature (RS) based on deep learning and multiparametric MRI for the risk of 2-year recurrence in advanced SNSCC.
    Preoperative MRI datasets were retrospectively collected from 265 SNSCC patients (145 recurrences) who underwent preoperative MRI, including T2-weighted (T2W), contrast-enhanced T1-weighted (T1c) sequences and diffusion-weighted (DW). All patients were divided into 165 training cohort and 70 test cohort. A deep learning segmentation model based on VB-Net was used to segment regions of interest (ROIs) for preoperative MRI and radiomics features were extracted from automatically segmented ROIs. Least absolute shrinkage and selection operator (LASSO) and logistic regression (LR) were applied for feature selection and radiomics score construction. Combined with meaningful clinicopathological predictors, a nomogram was developed and its performance was evaluated. In addition, X-title software was used to divide patients into high-risk or low-risk early relapse (ER) subgroups. Recurrence-free survival probability (RFS) was assessed for each subgroup.
    The radiomics score, T stage, histological grade and Ki-67 predictors were independent predictors. The segmentation models of T2WI, T1c, and apparent diffusion coefficient (ADC) sequences achieved Dice coefficients of 0.720, 0.727, and 0.756, respectively, in the test cohort. RS-T2, RS-T1c and RS-ADC were derived from single-parameter MRI. RS-Combined (combined with T2WI, T1c, and ADC features) was derived from multiparametric MRI and reached area under curve (AUC) and accuracy of 0.854 (0.749-0.927) and 74.3% (0.624-0.840), respectively, in the test cohort. The calibration curve and decision curve analysis (DCA) illustrate its value in clinical practice. Kaplan-Meier analysis showed that the 2-year RFS rate for low-risk patients was significantly greater than that for high-risk patients in both the training and testing cohorts (p < 0.001).
    Automated nomograms based on multi-sequence MRI help to predict ER in SNSCC patients preoperatively.
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  • 文章类型: Journal Article
    目的:术前评估眼外肌浸润对治疗策略和预后评估至关重要。这项研究的目的是评估MRI用于评估恶性鼻窦肿瘤对眼外肌(EM)侵袭的诊断准确性。
    方法:连续,本研究包括76例伴眼眶侵犯的鼻窦恶性肿瘤患者。术前MRI影像学特征由两名放射科医生独立分析。通过将成像发现与组织病理学数据进行比较,评估了MR成像特征在检测EM受累方面的诊断性能。
    结果:22例患者共31例眼外肌累及鼻腔鼻窦恶性肿瘤,包括10块内侧直肌(32.2%),10下直肌肌(32.2%),9个上斜肌(29.1%),和2块外直肌(6.5%)。鼻窦恶性肿瘤累及的EM通常在T2加权图像上显示相对较高的信号强度,与肿瘤无法区分,结节增大和异常增强(分别为p=0.001,<0.001,<0.001和<0.001)。在多变量逻辑回归分析中,使用EM异常增强和与肿瘤无法区分的组合,灵敏度,特异性,正预测值,检测鼻腔鼻窦肿瘤侵犯眼眶EM的阴性预测值和诊断准确性分别为93.5、85.2、76.3、96.3和88%,分别。
    结论:MRI影像特征对恶性鼻腔鼻窦肿瘤侵犯眼外肌的诊断具有较高的诊断效能。
    OBJECTIVE: Preoperative assessment of extraocular muscle invasion is essential for therapeutic strategies and prognostic evaluation. The aim of this study was to assess the diagnostic accuracy of MRI for evaluation of extraocular muscle (EM) invasion by malignant sinonasal tumors.
    METHODS: Consecutively, 76 patients of sinonasal malignant tumors with orbital invasion were included in the present study. Preoperative MRI imaging features were analyzed by two radiologists independently. The diagnostic performances of MR imaging features for detecting EM involvement were evaluated by comparing imaging findings to histopathology data.
    RESULTS: A total of 31 extraocular muscles were involved by sinonasal malignant tumors in 22 patients, including 10 medial rectus muscles (32.2%), 10 inferior rectus muscles (32.2%), 9 superior oblique muscles (29.1%), and 2 external rectus muscles (6.5%). The EM involved by sinonasal malignant tumors usually showed relatively high signal intensity on T2-weighted images, indistinguishable from the tumor, nodular enlargement and abnormal enhancement (p = 0.001, < 0.001, < 0.001 and < 0.001, respectively). Using a combination of EM abnormal enhancement and indistinguishable from the tumor in multivariate logistic regression analysis, sensitivity, specificity, positive predictive value, negative predictive value and diagnostic accuracy for detecting orbital EM invasion by sinonasal tumors were 93.5, 85.2, 76.3, 96.3 and 88%, respectively.
    CONCLUSIONS: MRI imaging features show high diagnostic performance for the diagnosis of extraocular muscle invasion by malignant sinonasal tumors.
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  • 文章类型: Journal Article
    未经批准:在中国,关于鼻腔和鼻旁窦腺癌流行病学的报道有限。
    UNASSIGNED:本研究旨在描述中国单一机构治疗这些恶性肿瘤的经验。
    UNASSIGNED:我们对2019年1月至2021年12月收治的鼻腔和鼻旁窦腺癌患者进行了回顾性图表回顾。肿瘤分期是基于美国癌症联合委员会,第8版,鼻窦恶性肿瘤.
    未经评估:该系列包括10名男性和4名女性(平均年龄,54.5[范围,14-80]年)。鼻出血和鼻塞是10例(71.4%)患者最常见的临床表现。10人(71.4%)在诊断时患有T4期疾病,但无淋巴结或远处转移。后上隔(100.0%)和中鼻甲(92.8%)是最容易受到肿瘤侵袭的两个部位。所有患者均接受内镜切除术作为初始治疗;1例患者死亡。
    未经批准:在中国,这些恶性肿瘤与接触某些物质有关;然而,诊断可能会延迟。内窥镜切除术是鼻腔和鼻旁窦腺癌的合适治疗选择。
    UNASSIGNED: In China, reports on the epidemiology of adenocarcinomas of the nasal cavity and paranasal sinuses are limited.
    UNASSIGNED: This study aimed to describe the experience of a single institution in China in treating these malignant tumours.
    UNASSIGNED: We conducted a retrospective chart review of patients with adenocarcinoma of the nasal cavity and paranasal sinuses admitted between January 2019 and December 2021. Tumour staging was based on the American Joint Committee on Cancer, 8th edition, for sinonasal malignancies.
    UNASSIGNED: The series included 10 men and 4 women (mean age, 54.5 [range, 14-80] years). Epistaxis and nasal obstruction were the most common clinical manifestations in 10 (71.4%) patients. Ten (71.4%) had stage T4 disease at diagnosis, but no patient had lymph node or distant metastasis. The posterosuperior septum (100.0%) and middle turbinate (92.8%) were the two sites most vulnerable to tumour invasion. All patients underwent endoscopic resection as the initial treatment; one patient died.
    UNASSIGNED: In China, these malignancies are related to exposure to certain substances; however, diagnosis can be delayed. Endoscopic resection is a suitable treatment option for adenocarcinomas of the nasal cavity and paranasal sinuses.
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  • 文章类型: Review
    Wiskott-Aldrich综合征(WAS)是一种罕见的原发性免疫缺陷疾病,具有自身免疫和淋巴增生性疾病的易感性。据报道,非霍奇金淋巴瘤(NHL)是WAS患者恶性肿瘤的主要形式。弥漫性大B细胞淋巴瘤(DLBCL)是最常见的NHL类型之一,但在鼻旁窦发生并不常见,尤其是与WAS相关。在这篇文章中,我们报告了一例与鼻旁窦DLBCL相关的WAS的独特病例,并回顾了发生在头颈部区域的WAS相关淋巴瘤的主要出版物.这项研究扩展了WAS相关淋巴瘤的可用疗法,并强调了在表现为鼻窦炎的WAS患者中识别鼻窦淋巴瘤的重要性。
    Wiskott-Aldrich syndrome (WAS) is a rare primary immunodeficiency disease with a predisposition towards autoimmunity and lymphoproliferative diseases. Non-Hodgkin lymphoma (NHL) is reported to be the predominant form of malignant tumor in WAS sufferers. Diffuse large B-cell lymphoma (DLBCL) is one of the most common types of NHL while it is uncommon to occur in paranasal sinuses and especially when associated with WAS. In this article, we report a unique case of WAS associated with DLBCL in paranasal sinuses and review the major publications of WAS-related lymphomas that occurred in the head and neck area. This study extends the available therapies for WAS-related lymphomas and emphasizes the significance of recognition for sinonasal lymphomas in WAS patients presenting with sinusitis.
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  • 文章类型: Case Reports
    背景:鼻窦粘膜黑素瘤(SNMM)是一种罕见的恶性黑素瘤,起源于多能神经c细胞的黑素细胞。其发病率占所有恶性黑色素瘤的1%以下,5年生存率约25%。偶尔,当恶性黑色素瘤具有其他不同的分化时,做出令人信服的诊断是令人难以置信的。
    方法:这里,我们介绍了一个54岁的男性SNMM,伴有平滑肌分化,通过组织病理学和α-SMA平滑肌特异性标志物的阳性免疫染色来定义,H-Caldesmon,Calponin和Desmin,以及HMB-45,Melan-A,SOX10和PNL2。
    结论:伴有平滑肌分化的粘膜黑色素瘤很少见,到目前为止只报告了4例。这将是一个潜在的病理诊断陷阱。了解恶性黑色素瘤的这种变化对于避免误诊很重要。
    BACKGROUND: Sinonasal mucosal melanoma (SNMM) is a rare malignant melanoma originating from melanocytes derived from multipotent neural crest cells. Its incidence accounts for less than 1 % of all malignant melanomas, with five-year survival rate about 25 %. Occasionally, it is incredibly formidable to make a compelling diagnosis when malignant melanoma with other diverse differentiation.
    METHODS: Herein, we presented a 54-year-old male case of SNMM with smooth muscle differentiation, defined by histopathology and positive immunostaining for the smooth muscle specific markers of a-SMA, H-caldesmon, calponin and Desmin, as well as specific melanocyte markers of HMB-45, Melan-A, SOX10, and PNL2.
    CONCLUSIONS: Mucosal melanoma with smooth muscle differentiation is remarkably infrequent, and reported only 4 cases to date. It would be a potential pathological diagnostic pitfall. It is important to understand this variation of malignant melanoma for avoiding misdiagnosis.
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  • 文章类型: Journal Article
    目的:术前准确预测鼻窦内翻性乳头状瘤(SNIP)的恶性转化至关重要且具有挑战性。在这项研究中,3.0T磁共振用于定性,定量,和多参数分析评价磁共振成像(MRI)对恶性转化的预测价值。
    方法:回顾性分析SNIP(n=83)或SNIP转化鳞状细胞癌(SNIP-SCC)(n=21)患者的资料。采用单因素分析和多因素logistic回归建立模型预测SNIP恶变的危险因素。采用受试者工作特征(ROC)曲线评价独立危险因素及相关组合模型预测SNIP恶变的能力。
    结果:卷积型(CCP)突变,表观扩散系数比(ADCr),洗入指数(WII)2和3是预测SNIP恶变的独立危险因素,ROC曲线下面积(AUC)值分别为0.845、0.862、0.727和0.704。定量参数模型联合ADCr和WII2和3诊断恶变的AUC为0.910。包含所有独立危险因素的综合模型的AUC为0.937,特异性,精度为90.48%,90.36%,和92.31%,分别。
    结论:与评估CCP突变的独立危险因素相比,ADCr和WII,和定量参数模型,综合模型可以提高SNIP和SNIP-SCC的鉴别诊断能力,术前评估SNIP恶变的可能性提供了重要的影像学依据。
    Accurate preoperative prediction of sinonasal inverted papilloma (SNIP) malignant transformation is essential and challenging. In this study, 3.0T magnetic resonance was used for qualitative, quantitative, and multi-parametric analysis to evaluate the predictive value of magnetic resonance imaging (MRI) in malignant transformation.
    The data of patients with SNIP (n=83) or SNIP-transformed squamous cell carcinoma (SNIP-SCC) (n=21) were analysed retrospectively. Univariate analysis and multivariate logistic regression were used to establish models to predict the risk factors for the malignant transformation of SNIP. Receiver operating characteristic (ROC) curves were used to evaluate the ability of independent risk factors and related combination models to predict the malignant transformation of SNIP.
    Convoluted cerebriform pattern (CCP) mutation, apparent diffusion coefficient ratio (ADCr), and wash-in index (WII) 2 and 3 were independent risk factors for predicting malignant transformation of SNIP, with area under the ROC curve (AUC) values of 0.845, 0.862, 0.727, and 0.704, respectively. The AUC of the quantitative parameter model combined with ADCr and WII 2 and 3 was 0.910 for diagnosing malignant transformation. The AUC of the comprehensive model comprising all independent risk factors was 0.937, with a sensitivity, specificity, and accuracy of 90.48%, 90.36%, and 92.31%, respectively.
    Compared with assessing independent risk factors of CCP mutation, ADCr and WII, and the quantitative parameter model, the comprehensive model could improve the differential diagnosis ability of SNIP and SNIP-SCC, which provides an important imaging basis for the possible accurate preoperative evaluation of the malignant transformation of SNIP.
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