Uterine sarcoma

子宫肉瘤
  • 文章类型: Journal Article
    子宫肉瘤的基因组特征尚未完全阐明。本研究旨在探索美国的基因组景观。
    通过RNA测序进行全面的基因组分析。基因融合,差异表达基因(DEG),信号通路富集,免疫细胞浸润,并对预后进行分析。构建了一个深度学习模型来预测美国患者的生存。
    共检查了71个美国样品,包括47个子宫内膜间质肉瘤(ESS),18子宫平滑肌肉瘤(uLMS),3个腺肉瘤,2癌肉瘤,和1个类似于卵巢性索肿瘤(UTROSCT)的子宫肿瘤。ESS(包括高等级ESS和低等级ESS)和uLMS显示出不同的基因融合特征;一个新的基因融合位点,MRPS18A-PDC-AS1可能是uLMS和ESS病理鉴别诊断的潜在诊断标志物;在ESS与uLMS和HGESSvs.LGESS团体,分别。uDEGs在多个途径中富集。包括LAMB4在内的15个基因在USS中被证实具有预后价值;免疫浸润分析显示髓样树突状细胞的预后价值,浆细胞样树突状细胞,自然杀伤细胞,巨噬细胞M1、单核细胞和造血干细胞;名为MMN-MIL的深度学习模型在预测美国患者的生存率方面表现出令人满意的性能,接收器工作曲线曲线下面积达到0.909,精度达到0.804。
    USs在HGESS之间具有独特的基因融合特征和基因表达特征,LGESS,和uLMS。MMN-MIL模型可以有效预测美国患者的生存。
    UNASSIGNED: The genomic characteristics of uterine sarcomas have not been fully elucidated. This study aimed to explore the genomic landscape of the USs.
    UNASSIGNED: Comprehensive genomic analysis through RNA-sequencing was conducted. Gene fusion, differentially expressed genes (DEGs), signaling pathway enrichment, immune cell infiltration, and prognosis were analyzed. A deep learning model was constructed to predict the survival of US patients.
    UNASSIGNED: A total of 71 US samples were examined, including 47 endometrial stromal sarcomas (ESS), 18 uterine leiomyosarcomas (uLMS), 3 adenosarcomas, 2 carcinosarcomas, and 1 uterine tumor resembling an ovarian sex-cord tumor (UTROSCT). ESS (including high-grade ESS and low-grade ESS) and uLMS showed distinct gene fusion signatures; a novel gene fusion site, MRPS18A - PDC-AS1 could be a potential diagnostic marker for the pathology differential diagnosis of uLMS and ESS; 797 and 477 uDEGs were identified in the ESS vs. uLMS and HGESS vs. LGESS groups, respectively. The uDEGs were enriched in multiple pathways. Fifteen genes including LAMB4 were confirmed with prognostic value in USs; immune infiltration analysis revealed the prognositic value of myeloid dendritic cells, plasmacytoid dendritic cells, natural killer cells, macrophage M1, monocytes and hematopoietic stem cells in USs; the deep learning model named MMN-MIL showed satisfactory performance in predicting the survival of US patients, with the area under the receiver operating curve curve reached 0.909 and accuracy achieved 0.804.
    UNASSIGNED: USs harbored distinct gene fusion characteristics and gene expression features between HGESS, LGESS, and uLMS. The MMN-MIL model could effectively predict the survival of US patients.
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  • 文章类型: Case Reports
    平滑肌肉瘤是妇科最罕见的癌症之一。这是一种影响年轻女性的相对罕见的疾病。这种疾病最常见的症状是阴道出血。局部疾病的主要治疗仍然是手术干预。人们普遍认为平滑肌肉瘤预后不良,生存率降低,早期复发的可能性很高。本报告介绍了一名22岁女性患者的子宫平滑肌肉瘤病例。全子宫切除术和双侧附件卵巢切除术后,通过手术标本的组织病理学检查证实了平滑肌肉瘤的诊断。
    Leiomyosarcoma is one of the rarest types of gynecological cancer. It is a relatively rare condition that affects young women. The most frequent symptom of this disease is vaginal bleeding. The primary treatment for localized disease is still surgical intervention. It is widely recognized that leiomyosarcoma has a poor prognosis, with reduced survival rates and a high likelihood of early recurrence. This report presents a case of uterine leiomyosarcoma in a 22-year-old female patient. Following a total hysterectomy and bilateral salpingo-oophorectomy, the diagnosis of leiomyosarcoma was confirmed through a histopathological examination of the surgical specimen.
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  • 文章类型: Journal Article
    背景:子宫肉瘤是一种罕见且异质性的妇科恶性肿瘤,其特征是进展迅速,预后不良。本研究旨在探讨中国子宫肉瘤患者的临床病理特征与预后的关系。
    方法:在这项单中心回顾性研究中,我们回顾了2011年至2020年在西安交通大学第一附属医院接受治疗的75例经组织学证实的子宫肉瘤患者的病历.关于临床特征的信息,治疗,收集病理学和生存率。无进展生存期(PFS)和总生存期(OS)在Kaplan-Meier曲线中可视化。使用单变量分析的对数秩检验和多变量分析的Cox比例风险回归模型确定预后因素。
    结果:组织病理学类型包括36个子宫内膜间质肉瘤(ESS,48%),33平滑肌肉瘤(LMS,44%)和6个腺肉瘤(8%)。诊断时的平均年龄为50.2±10.7岁。第一阶段和低档占大多数。在最后一次随访中,有26例复发和25例死亡。平均PFS和OS分别为89.41(95%CI:76.07-102.75)和94.03(95%CI:81.67-106.38)个月,分别。单因素分析表明,>50年,绝经后,高级阶段,≥1/2子宫肌层浸润,淋巴管间隙侵犯和高级别与较短的生存期有关(P<0.05)。彩色多普勒血流显像阳性信号与LMS组PFS较短相关(P=0.046)。ESS组的PFS长于LMS组(99.56vs.76.05个月,P=0.043)。多因素分析显示,绝经后和晚期是总队列和LMS组PFS和OS的独立危险因素。在ESS组中,诊断年龄>50岁和高级别是PFS的独立危险因素,高级别和淋巴管间隙侵犯是OS的独立危险因素。
    结论:在中国子宫肉瘤患者中,绝经后和晚期与显著较差的预后相关.ESS的预后优于LMS。彩色多普勒血流显像阳性信号有助于识别LMS,未来需要在更大的样本中进一步测试。
    BACKGROUND: Uterine sarcoma is a rare and heterogeneous gynecological malignancy characterized by aggressive progression and poor prognosis. The current study aimed to investigate the relationship between clinicopathological characteristics and the prognosis of uterine sarcoma in Chinese patients.
    METHODS: In this single-center retrospective study, we reviewed the medical records of 75 patients with histologically verified uterine sarcoma treated at the First Affiliated Hospital of Xi\'an Jiaotong University between 2011 and 2020. Information on clinical characteristics, treatments, pathology and survival was collected. Progression-free survival (PFS) and overall survival (OS) were visualized in Kaplan-Meier curves. Prognostic factors were identified using the log-rank test for univariate analysis and Cox-proportional hazards regression models for multivariate analysis.
    RESULTS: The histopathological types included 36 endometrial stromal sarcomas (ESS,48%), 33 leiomyosarcomas (LMS,44%) and 6 adenosarcomas (8%). The mean age at diagnosis was 50.2 ± 10.7 years. Stage I and low-grade accounted for the majority. There were 26 recurrences and 25 deaths at the last follow-up. The mean PFS and OS were 89.41 (95% CI: 76.07-102.75) and 94.03 (95% CI: 81.67-106.38) months, respectively. Univariate analysis showed that > 50 years, post-menopause, advanced stage, ≥ 1/2 myometrial invasion, lymphovascular space invasion and high grade were associated with shorter survival (P < 0.05). Color Doppler flow imaging positive signals were associated with shorter PFS in the LMS group (P = 0.046). The ESS group had longer PFS than that of the LMS group (99.56 vs. 76.05 months, P = 0.043). The multivariate analysis showed that post-menopause and advanced stage were independent risk factors of both PFS and OS in the total cohort and LMS group. In the ESS group, diagnosis age > 50 years and high-grade were independent risk factors of PFS, while high-grade and lymphovascular space invasion were independent risk factors of OS.
    CONCLUSIONS: In Chinese patients with uterine sarcoma, post-menopause and advanced stage were associated with a significantly poorer prognosis. The prognosis of ESS was better than that of LMS. Color Doppler flow imaging positive signals of the tumor helped to identify LMS, which needs to be further tested in a larger sample in the future.
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  • 文章类型: Journal Article
    子宫肉瘤治疗的基石,无论组织学类型,仍然是全子宫切除术的整体手术切除。在另一个过程中偶然诊断的情况下,比如子宫肌瘤切除术,最初没有进行子宫切除术,建议完成子宫切除术或切除宫颈残留物。完成额外的外科手术,包括双侧输卵管卵巢切除术和淋巴结清扫术,仍然细微差别。在大多数子宫肉瘤亚型的背景下,双侧输卵管卵巢切除术仍存在争议。除了激素受体阳性,如低级别子宫内膜间质肉瘤,在那里它是作为确定的手术治疗的一部分。在没有明显节点参与的情况下,我们不建议对肉瘤患者进行普遍的淋巴结清扫术.我们建议对子宫外或晚期疾病的患者进行系统治疗,高级组织学,和复发。最积极的晚期化疗方案,高级别疾病仍然是阿霉素或吉西他滨和多西紫杉醇联合治疗。一个值得注意的例外是低级别子宫内膜间质肉瘤,我们建议在一线进行抗激素治疗。放射治疗是保留在选定的情况下,它可以帮助缓解症状。
    UNASSIGNED: The cornerstone of treatment for uterine sarcoma, regardless of histologic type, remains en bloc surgical resection with total hysterectomy. In the case of incidental diagnosis during another procedure, such as myomectomy, where a hysterectomy was not performed initially, completion hysterectomy or cervical remnant removal is recommended. The completion of additional surgical procedures, including bilateral salpingo-oophorectomy and lymphadenectomy, remains nuanced. Bilateral salpingo-oophorectomy remains controversial in the setting of most subtypes of uterine sarcoma, except in the case of hormone-receptor positivity, such as in low grade endometrial stromal sarcoma, where it is indicated as part of definitive surgical treatment. In the absence of apparent nodal involvement, we do not recommend performing universal lymphadenectomy for patients with sarcoma. We recommend systemic therapy for patients with extra-uterine or advanced stage disease, high-grade histology, and recurrence. The most active chemotherapy regimens for advanced, high-grade disease remain doxorubicin or gemcitabine and docetaxol combination therapy. A notable exception is low grade endometrial stromal sarcoma, where we recommend anti-hormonal therapy in the front-line setting. Radiation therapy is reserved for selected cases where it can aid in palliating symptoms.
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  • 文章类型: Journal Article
    分泌型卷曲相关蛋白(SFRP)参与各种类型癌症的发展,并通过抑制Wnt信号通路发挥功能。为了阐明SFRP在子宫肉瘤中的临床意义,检查SFRP表达水平及其对子宫平滑肌肉瘤细胞的影响。对子宫平滑肌进行SFRP4免疫染色,子宫肌瘤和子宫平滑肌肉瘤组织。此外,SFRP4给药对细胞活力的影响,使用WST-1测定(Roche诊断)和CytoSelect™24孔细胞迁移测定试剂盒和CytoSelect™48孔细胞粘附测定试剂盒评估子宫平滑肌肉瘤SKN细胞的迁移和粘附。SFRP4在子宫平滑肌肉瘤组织中的表达水平低于正常平滑肌和子宫肌瘤组织。此外,SFRP4抑制了生存能力和迁移,与对照组相比,子宫平滑肌肉瘤细胞的粘附能力增强。总之,SFRP4可以抑制生存能力和迁移,增强肉瘤细胞的粘附。这些结果表明SFRP4可以被认为是子宫肉瘤的新治疗靶标。
    Secreted frizzled-related proteins (SFRPs) are involved in the development of various types of cancer and function by suppressing the Wnt signaling pathway. To elucidate the clinical implications of SFRPs in uterine sarcoma, SFRP expression levels and their effects on uterine leiomyosarcoma cells were examined. Immunostaining for SFRP4 was performed on uterine smooth muscle, uterine fibroid and uterine leiomyosarcoma tissues. Additionally, the effects of SFRP4 administration on cell viability, migration and adhesion were evaluated in uterine leiomyosarcoma SKN cells using the WST-1 assay (Roche Diagnostics) and the CytoSelect™ 24-well Cell Migration Assay Kit and the CytoSelect™ 48-well Cell Adhesion Assay Kit. The expression levels of SFRP4 in uterine leiomyosarcoma tissues were lower than those in normal smooth muscle and uterine fibroid tissues. In addition, SFRP4 suppressed the viability and migration, and increased the adhesion ability of uterine leiomyosarcoma cells compared with in the control group. In conclusion, SFRP4 may suppress the viability and migration, and enhance the adhesion of sarcoma cells. These results suggested that SFRP4 could be considered as a novel therapeutic target for uterine sarcoma.
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  • 文章类型: Journal Article
    背景:子宫肉瘤(US)是一种高度恶性的癌症,女性预后差,死亡率高。在这项研究中,我们评估了不同US亚型中人成纤维细胞生长因子23(FGF23)的表达,以及生存率与临床病理特征之间的关系.
    方法:我们进行了不同病理类型US中FGF23基因表达的比较分析。利用来自癌症基因组图谱的57名患者的队列,来自基因表达Omnibus的50名患者的微阵列数据集(GSE119043)和44名患者的遂宁队列,我们分析了基因表达谱和相应的临床病理信息。免疫组织化学用于检测FGF23在四种US亚型中的表达水平。生存分析用于评估美国患者FGF23表达与预后之间的关系。
    结果:与正常子宫平滑肌和子宫平滑肌瘤相比,FGF23表达在US中显著上调,并且在四种US亚型中差异表达。子宫癌肉瘤在这些亚型中表现出最高的FGF23表达。生存分析显示FGF23表达与US患者总体生存或无进展生存之间无相关性(P>0.05)。从验证队列获得了类似的结果。单因素和多因素分析显示FGF23表达与US预后无显著相关性。肿瘤分期,CA125和肿瘤复发是US患者生存的独立预后因素。
    结论:FGF23在US中高表达,有望作为US诊断和预后的新型潜在生物标志物。
    BACKGROUND: Uterine sarcoma (US) is a highly malignant cancer with poor prognosis and high mortality in women. In this study, we evaluated the expression of human fibroblast growth factor 23 (FGF23) in different US subtypes and the relationship between survival and clinicopathological characteristics.
    METHODS: We conducted a comparative analysis of FGF23 gene expression in different pathological types of US. Utilizing a cohort from The Cancer Genome Atlas of 57 patients, a 50-patient microarray dataset (GSE119043) from the Gene Expression Omnibus and a Suining cohort of 44 patients, we analyzed gene expression profiles and corresponding clinicopathological information. Immunohistochemistry was used to examine the expression level of FGF23 in four US subtypes. Survival analysis was used to assess the relationship between FGF23 expression and prognosis in US patients.
    RESULTS: Compared with uterine normal smooth muscle and uterine leiomyoma, FGF23 expression was significantly upregulated in US and was differentially expressed in four US subtypes. Uterine carcinosarcoma exhibited the highest expression of FGF23 among the subtypes. Survival analysis revealed no correlation between FGF23 expression and either overall survival or progression-free survival in US (P > 0.05). Similar results were obtained from the validation cohorts. Univariate and multivariate analyses showed no significant correlation between FGF23 expression and the US prognosis. Tumor stage, CA125, and tumor recurrence were independent prognostic factors for survival of US patients.
    CONCLUSIONS: FGF23 was highly expressed in US and was promising as a novel potential biomarker for the diagnosis and prognosis of US.
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  • 文章类型: Case Reports
    血管内平滑肌瘤(IVL)通常被定义为组织学上的良性平滑肌瘤,起源于子宫肌瘤或子宫内静脉壁,并在静脉内生长和扩展。我们报告了一例早期发现盆腔IVL的病例,并讨论了该肿瘤的早期诊断和最佳治疗方法。
    Intravascular leiomyoma (IVL) is usually defined as a histologically benign leiomyoma that originates in a uterine fibroid or the intrauterine vein wall and grows and expands intravenously. We report a case in which pelvic IVL was detected early and discuss the early diagnosis of and best treatment for this tumor.
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  • 文章类型: Journal Article
    代谢重编程被认为是癌症的标志,并在临床上被用作治疗的新靶标。E2F转录因子-1(E2F1)调节各种细胞过程,包括增殖和代谢途径,和行为,取决于细胞和分子环境,作为癌基因或肿瘤抑制因子。观察到E2f1基因敲除小鼠发生自发性肿瘤,包括子宫肉瘤.这种双重作用需要详细研究E2F1损失如何影响与癌症进展相关的代谢途径。我们的数据表明E2F1与几个谷氨酰胺代谢相关基因的启动子结合。有趣的是,缺乏E2F1的小鼠胚胎成纤维细胞(MEFs)中谷氨酰胺代谢途径中的基因表达增加。此外,我们证实E2f1-/-MEFs在代谢谷氨酰胺和产生谷氨酰胺衍生的增殖前体方面更有效。机械上,我们观察到E2F1和MYC在谷氨酰胺代谢启动子上的共同占据,E2F1耗尽后MYC结合增加,MYC沉默降低了E2f1-/-MEF中谷氨酰胺相关基因的表达。对29种不同人类癌症的转录组学分析发现,子宫肉瘤显示E2F1和谷氨酰胺代谢基因之间呈负相关。子宫肉瘤细胞系SK-UT-1中E2F1的CRISPR/Cas9敲除证实谷氨酰胺代谢基因表达升高,E2F1丢失后,增殖增加,MYC与谷氨酰胺相关启动子的结合增加。一起,我们的数据表明E2F1在子宫肉瘤细胞的能量代谢和代谢适应中起着至关重要的作用.
    Metabolic reprogramming is considered as a hallmark of cancer and is clinically exploited as a novel target for therapy. The E2F transcription factor-1 (E2F1) regulates various cellular processes, including proliferative and metabolic pathways, and acts, depending on the cellular and molecular context, as an oncogene or tumor suppressor. The latter is evident by the observation that E2f1-knockout mice develop spontaneous tumors, including uterine sarcomas. This dual role warrants a detailed investigation of how E2F1 loss impacts metabolic pathways related to cancer progression. Our data indicate that E2F1 binds to the promoter of several glutamine metabolism-related genes. Interestingly, the expression of genes in the glutamine metabolic pathway were increased in mouse embryonic fibroblasts (MEFs) lacking E2F1. In addition, we confirm that E2f1-/- MEFs are more efficient in metabolizing glutamine and producing glutamine-derived precursors for proliferation. Mechanistically, we observe a co-occupancy of E2F1 and MYC on glutamine metabolic promoters, increased MYC binding after E2F1 depletion and that silencing of MYC decreased the expression of glutamine-related genes in E2f1-/- MEFs. Analyses of transcriptomic profiles in 29 different human cancers identified uterine sarcoma that showed a negative correlation between E2F1 and glutamine metabolic genes. CRISPR/Cas9 knockout of E2F1 in the uterine sarcoma cell line SK-UT-1 confirmed elevated glutamine metabolic gene expression, increased proliferation and increased MYC binding to glutamine-related promoters upon E2F1 loss. Together, our data suggest a crucial role of E2F1 in energy metabolism and metabolic adaptation in uterine sarcoma cells.
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  • 文章类型: Case Reports
    背景:在女性生殖道恶性肿瘤的背景下,子宫肉瘤被认为是最罕见的疾病。尽管低度子宫内膜肉瘤具有惰性,他们必须按时被精心诊断,对疾病的严重程度和分期进行精确分级,进一步指导治疗方式和预后。
    方法:一位已婚亚裔女性,没有明显的既往病史和手术史,主诉腹胀和不适,本质上是进步的,对其进行了放射学评估,显示了暗示子宫内膜肉瘤的特征。经腹子宫全切术和全子宫切除术,无任何围手术期并发症。组织学进一步证实了诊断。术后,病人住院时间不明显,出院回家。
    结论:子宫内膜间质肉瘤是一种罕见的恶性实体,通常出现在成年女性晚期。但有时它也可以在更早的年龄出现。女性腹部肿块,虽然通常被认为是良性的,有时可能与恶性图片有关。低度子宫内膜肉瘤可以掩盖其他轻微的良性病例,比如平滑肌瘤.尽管这种恶性疾病很少见,诊断和管理相当简单,术后患者预后被发现是有益的。
    结论:在子宫肉瘤病例中,子宫内膜肉瘤是发病率最低的恶性疾病。与其他恶性疾病相比,这些患者出现轻微的症状,如不适,这可能不被检查。应注意的主要因素是及时诊断和适当选择治疗方式。总的来说,尽管有一分钟的流行和困难的诊断,患者的预后相当好。
    BACKGROUND: In the context of female genital tract malignancy, uterine sarcoma is considered the rarest form of the disease. Despite the inert nature of low-grade endometrial sarcoma, they must be meticulously diagnosed on time, with an exact grading of the severity and staging of the disease, which further guides the treatment modality and prognosis.
    METHODS: A married Asian female without any significant past medical and surgical history complained of abdominal distension and discomfort, which was progressive in nature, for which a radiological assessment was made that showed features suggestive of endometrial sarcoma. Total abdominal hysterectomy with sapingoopherectomy was done without any perioperative complications. Histology further confirmed the diagnosis. Post-operatively, the patient had an unremarkable hospital stay and was discharged home.
    CONCLUSIONS: Endometrial stromal sarcoma is one of the rare malignant entities presenting usually in late adult females, but sometimes it can present at an earlier age as well. Abdominal masses in females, although usually overlooked as benign, can sometimes be associated with a malignant picture. Low-grade endometrial sarcomas have been seen to masquerade other minor benign cases, such as leiomyoma. Despite the rarity of such malignant conditions, diagnosis and management are rather straightforward, and post-operative patient prognosis has been found to be rewarding.
    CONCLUSIONS: Among the uterine sarcoma cases, endometrial sarcoma comes under the malignant disease of the least occurrence. Compared to other malignant conditions, these patients present with minor symptoms like discomfort, which may go unchecked. The major factor that should be noted is the on-time diagnosis and appropriate choice of treatment modality. Overall, despite a minute prevalence and difficult diagnosis, the prognosis of the patient is rather good.
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  • 文章类型: Journal Article
    目的:评估基于弥散加权成像(DWI)的定量参数在术前磁共振成像(MRI)上区分子宫肉瘤和非典型平滑肌瘤的附加值。
    方法:共138例患者(年龄,从四个机构回顾性收集了43.7±10.3年)子宫肉瘤(n=44)和非典型平滑肌瘤(n=94)。队列随机分为训练组(84/138,60.0%)和验证组(54/138,40.0%)。两名独立读者评估了每个指标肿瘤的六个定性MRI特征和两个基于DWI的定量参数。使用多变量逻辑回归来识别相关的MRI定性特征。使用逻辑回归算法开发了仅基于定性MRI特征并结合基于DWI的定量参数的诊断分类器。使用交叉表分析和受试者工作特征曲线下面积(AUC)的计算来评估分类器的诊断性能。
    结果:子宫肉瘤的平均表观扩散系数值低于非典型平滑肌瘤(平均值±标准偏差,0.94±0.3010-3mm²/svs.1.23±0.2510-3mm²/s;P<0.001),子宫肉瘤的相对对比度较高(8.16±2.94vs.4.19±2.66;P<0.001)。选定的MRI定性特征包括界限不清(调整后的比值比[aOR],17.9;95%置信区间[CI],1.41-503,P=0.040),肿瘤内出血(aOR,27.3;95%CI,3.74-596,P=0.006),并且没有T2暗区(aOR,83.5;95%CI,12.4-1916,P<0.001)。结合定性MRI特征和基于DWI的定量参数的分类器在验证集中显示出比没有基于DWI的参数(AUC,0.92vs.0.78;P<0.001)。
    结论:将基于DWI的定量参数添加到定性MRI特征中,提高了逻辑回归分类器在术前MRI上区分子宫肉瘤和非典型平滑肌瘤的诊断性能。
    OBJECTIVE: To evaluate the added value of diffusion-weighted imaging (DWI)-based quantitative parameters to distinguish uterine sarcomas from atypical leiomyomas on preoperative magnetic resonance imaging (MRI).
    METHODS: A total of 138 patients (age, 43.7 ± 10.3 years) with uterine sarcoma (n = 44) and atypical leiomyoma (n = 94) were retrospectively collected from four institutions. The cohort was randomly divided into training (84/138, 60.0%) and validation (54/138, 40.0%) sets. Two independent readers evaluated six qualitative MRI features and two DWI-based quantitative parameters for each index tumor. Multivariable logistic regression was used to identify the relevant qualitative MRI features. Diagnostic classifiers based on qualitative MRI features alone and in combination with DWI-based quantitative parameters were developed using a logistic regression algorithm. The diagnostic performance of the classifiers was evaluated using a cross-table analysis and calculation of the area under the receiver operating characteristic curve (AUC).
    RESULTS: Mean apparent diffusion coefficient value of uterine sarcoma was lower than that of atypical leiomyoma (mean ± standard deviation, 0.94 ± 0.30 10-3 mm²/s vs. 1.23 ± 0.25 10-3 mm²/s; P < 0.001), and the relative contrast ratio was higher in the uterine sarcoma (8.16 ± 2.94 vs. 4.19 ± 2.66; P < 0.001). Selected qualitative MRI features included ill-defined margin (adjusted odds ratio [aOR], 17.9; 95% confidence interval [CI], 1.41-503, P = 0.040), intratumoral hemorrhage (aOR, 27.3; 95% CI, 3.74-596, P = 0.006), and absence of T2 dark area (aOR, 83.5; 95% CI, 12.4-1916, P < 0.001). The classifier that combined qualitative MRI features and DWI-based quantitative parameters showed significantly better performance than without DWI-based parameters in the validation set (AUC, 0.92 vs. 0.78; P < 0.001).
    CONCLUSIONS: The addition of DWI-based quantitative parameters to qualitative MRI features improved the diagnostic performance of the logistic regression classifier in differentiating uterine sarcomas from atypical leiomyomas on preoperative MRI.
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