Adenocarcinoma, Clear Cell

腺癌,清除单元格
  • 文章类型: Case Reports
    背景:透明细胞牙源性癌(CCOC)是一种牙源性癌,其特征是空泡和透明细胞的片状和岛状。当肿瘤细胞偏离其特征性的清晰形态时,非典型CCOC的诊断可能会带来挑战。即使借助遗传谱分析进行CCOC鉴定。
    方法:在本手稿中,我们详细介绍了在一名64岁男性中复发的透明细胞牙源性癌(CCOC)的首例病例,该病例具有明显的鳞状分化。该个体中的原发性肿瘤最初表现出双相透明细胞表型。然而,在第三次复发之后,透明的肿瘤细胞被以嗜酸性细胞质为特征的表皮样细胞完全取代,囊泡染色质,和突出的核仁。显著的侵略性属性,如坏死,明显的细胞学恶性肿瘤,神经周传播,并注意到血管侵犯。此外,肿瘤进展为明显的肺转移。肿瘤细胞对AE1/AE3、KRT19、Pan-CK、EMA,P40,P63,CK34βE12和P53,而它们对CK35βH11,KRT7,S-100和神经内分泌标志物的检测均为阴性。计算的Ki-67增殖指数平均为15%。此外,FISH分析揭示了EWSR1::ATF1基因融合的存在。
    结论:该病例说明了一例罕见且侵袭性的CCOC病例,其特征是肿瘤复发时显著鳞状分化。
    BACKGROUND: Clear cell odontogenic carcinoma (CCOC) is an odontogenic carcinoma characterized by sheets and islands of vacuolated and clear cells. The diagnosis of atypical CCOC can pose a challenge when tumor cells deviate from their characteristic clear morphology, even with the aid of genetic profiling for CCOC identification.
    METHODS: In this manuscript, we detailed the inaugural instance of a recurrently recurring clear cell odontogenic carcinoma (CCOC) with pronounced squamous differentiation in a 64-year-old male. The primary tumor in this individual initially displayed a biphasic clear cell phenotype. However, subsequent to the third recurrence, the clear tumor cells were entirely supplanted by epidermoid cells characterized by eosinophilic cytoplasm, vesicular chromatin, and prominent nucleoli. Notable aggressive attributes such as necrosis, conspicuous cytological malignancy, perineural dissemination, and vascular invasion were noted. Additionally, the tumor progressed to manifest lung metastases. The tumor cells exhibited positive immunoreactivity for AE1/AE3, KRT19, Pan-CK, EMA, P40, P63, CK34βE12, and P53, while they tested negative for CK35βH11, KRT7, S-100, and neuroendocrine markers. The Ki-67 proliferation index was calculated at an average of 15%. Furthermore, FISH analysis unveiled the presence of the EWSR1::ATF1 gene fusion.
    CONCLUSIONS: This case illustrated a rare and aggressive case of CCOC characterized by significant squamous differentiation upon recurrence of the tumor.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    卵巢透明细胞癌(OCCC)是卵巢癌的一种亚型,恶性程度高,耐药性高。CACNA1H在肿瘤的发展中起着关键作用。然而,CACNA1H在OCCC细胞化疗耐药获得过程中的作用鲜有报道。因此,本研究旨在探讨CACNA1H在OCCC细胞化疗耐药中的作用及相关机制。基于生物信息学分析,我们发现,与化疗敏感型OCCC患者相比,CACNA1H在化疗耐药型OCCC患者中下调.比较DDP抗性和敏感的OCCC细胞系,抗性菌株显示较低的CACNA1HmRNA表达。CACNA1H表达与化疗耐药OCCC患者钙信号通路相关。与正常卵巢上皮细胞相比,OCCC细胞中CACNA1HmRNA的表达显着下调。当CACNA1H过表达时,p-CaMKII和p-Akt的细胞内Ca2+浓度和蛋白水平显著上调,而LC3-II/LC3-I和Beclin1的蛋白质水平下调,表明自噬的抑制。拯救实验表明,耐药OCCC细胞中的CACNA1H过表达通过CaMKII/Akt信号传导降低了自噬诱导的DDP抗性。总的来说,CACNA1H增加细胞内Ca2+浓度和激活的CaMKII/Akt信号通路,从而抑制自噬以维持OCCC细胞对DDP的敏感性。
    Ovarian clear cell carcinoma (OCCC) is a subtype of ovarian cancer and is highly malignant with high chemoresistance. CACNA1H is pivotal in tumor development. However, the role of CACNA1H in the acquisition process of chemotherapeutic resistance in OCCC cells is rarely reported. Therefore, this study aimed to explore the role of CACNA1H in chemotherapy resistance of OCCC cells and its related mechanism. Based on bioinformatics analysis, we found that CACNA1H was downregulated in chemoresistant OCCC patients compared to chemosensitive OCCC patients. Comparing DDP-resistant and sensitive OCCC cell lines, the resistant strain showed lower CACNA1H mRNA expression. CACNA1H expression was associated with calcium signaling pathways in chemoresistant OCCC patients. CACNA1H mRNA expression was significantly downregulated in OCCC cells compared to normal ovarian epithelial cells. When CACNA1H was overexpressed, intracellular Ca2+ concentration and protein levels of p-CaMKII and p-Akt were significantly upregulated, while protein levels of LC3-II/LC3-I and Beclin1 were downregulated, indicating a repression of autophagy. The rescue experiment revealed that CACNA1H overexpression in drug-resistant OCCC cells reduced autophagy-induced DDP resistance via CaMKII/Akt signaling. Overall, CACNA1H increased intracellular Ca2+ concentration and activated CaMKII/Akt signaling pathway in OCCC, thereby repressing autophagy to maintain the sensitivity of OCCC cells to DDP.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Case Reports
    背景:子宫内膜异位症异位内膜腺体的癌变在许多研究中都有报道,但子宫腺肌病/腺肌瘤的恶性转化很少见。透明细胞样腺癌代表异位子宫内膜罕见的恶性病理变异。
    方法:本病例报告一例44岁的未产妇,开始出现腹痛和肠梗阻。既往史显示腹腔镜卵巢子宫内膜异位囊肿切除术。超声提示子宫腺肌瘤及子宫旁低回声结节,血流信号丰富,边界不清。术前考虑深部侵袭性子宫内膜异位症。患者接受了腹腔镜次全子宫切除术和双侧附件切除术。在旁病变中观察到巧克力囊肿样病变。术后病理检查提示子宫内膜样腺癌起源于在位子宫内膜及腺肌瘤。子宫肌层异位内膜合并不典型增生,形成子宫内膜样腺癌。左侧宫旁病变提示低分化子宫内膜样腺癌合并透明细胞癌。CD10+子宫内膜基质细胞观察到周围肿瘤细胞块。结合左子宫旁腺癌的手术建立和病理特点,宫旁病变更可能是原发深部子宫内膜异位症的癌变.患者随后接受了经腹肿瘤细胞减灭术和化疗。
    结论:我们在此介绍了一个罕见的由子宫腺肌病引起的子宫内膜样腺癌和由子宫旁深部子宫内膜异位症引起的透明细胞癌的联合病例,这可能有助于激发未来的进一步研究。患者接受了机器人辅助腹腔镜次全子宫切除术,双侧附件切除术,子宫内膜异位症深部病灶切除及双侧输尿管支架置入术。手术后,给予紫杉醇和卡铂的化疗方案。
    BACKGROUND: Carcinomatous changes from the ectopic endometrial glands in endometriosis have been reported in many studies, but malignant transformation from uterine adenomyosis/adenomyoma is rare. And clear cell-like adenocarcinoma represents a seldom-encountered malignant pathological variant of ectopic endometrium.
    METHODS: This case report presents a case of a 44-year-old nulliparous woman begun with abdominal pain and intestinal obstruction. Past medical history showed laparoscopic ovarian endometriotic cyst excision. Ultrasound indicated adenomyoma and a parametrial hypoechoic nodule with abundant blood flow signals and unclear boundaries. Deep invasive endometriosis was considered preoperatively. The patient underwent laparoscopic subtotal hysterectomy and bilateral adnexa resection. Chocolate cyst-like lesion was observed in the parametral lesion. Postoperative pathological examinations suggested endometrioid adenocarcinoma arising from eutopic endometrium and adenomyoma. Ectopic endometrium in the myometrium combined with atypical hyperplasia and formation of endometrioid adenocarcinoma. Left parametrial lesions suggested poorly differentiated endometrioid adenocarcinoma combined with clear cell carcinoma. CD10 + endometrial stromal cells were observed surrounding tumor cell masses. Combined with surgical founding and pathological characters of the left parametrial adenocarcinoma, the parametrial lesions were more likely to be carcinomatous changes of the original deep endometriosis.The patient underwent subsequent transabdominal tumor cell reduction surgery and chemotherapy.
    CONCLUSIONS: We herein present a rare case of combined endometrioid adenocarcinoma arising from uterine adenomyosis and clear cell carcinoma arising from parametrial deep endometriosis that may help inspire additional studies in the future. The patient underwent robot-assisted laparoscopic subtotal hysterectomy, bilateral adnexa resection, deep endometriosis lesion resection and bilateral ureteral stent placement. Following surgery, a chemotherapy regimen of Taxol and Carboplatin was administered.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Case Reports
    背景:唾液腺透明透明细胞癌(HCCC)是一种罕见的低度恶性肿瘤。这种类型的肿瘤在舌下腺中特别罕见。
    方法:一名57岁女性,嘴底左侧有肿块,已经存在2个月。颈部计算机断层扫描显示左侧舌下区域有结节状异常密度影,约2.6厘米×1.9厘米。
    方法:舌下腺原发性HCCC。
    方法:患者使用左股前外侧游离皮瓣进行手术治疗和重建,显示CK5/6,CK7,CK(AE1/AE3)的免疫组织化学阳性,和Ki-67(<5%),但SMA和S-100阴性.
    结果:术后12个月随访期间未见复发。
    结论:由于缺乏特征性临床表现,HCCC极易被误诊。此例表现为舌下腺HCCC的罕见病例,为该病的临床诊断和治疗提供参考。
    BACKGROUND: Hyalinizing clear cell carcinoma (HCCC) of the salivary glands is a rare low-grade malignant tumor. This type of tumor is particularly uncommon in the sublingual glands.
    METHODS: A 57-year-old female with a mass on the left side of the floor of the mouth that had been present for 2 months. The computed tomography scan of the neck revealed a nodular abnormal density shadow in the left sublingual area, measuring approximately 2.6 cm × 1.9 cm.
    METHODS: Primary HCCC of the sublingual gland.
    METHODS: The patient underwent surgical treatment and reconstruction using a left anterolateral femoral free flap, which showed immunohistochemical positivity for CK 5/6, CK 7, CK (AE1/AE3), and Ki-67 (<5%), but negative for SMA and S-100.
    RESULTS: No recurrence was observed during the 12-month postoperative follow-up period.
    CONCLUSIONS: The absence of characteristic clinical manifestations makes HCCC highly susceptible to misdiagnoses. This case presents a rare instance of HCCC in the sublingual gland, providing a reference for the clinical diagnosis and treatment of the disease.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:卵巢透明细胞癌(OCCC),以其对铂类化疗的化学抗性而闻名,在抗PD-1/PD-L1抑制剂的临床试验中表现出良好的反应。通过评估PD-L1表达,我们试图确定PD-1/PD-L1抑制剂在OCCC中的潜在治疗益处.
    结果:回顾性研究包括北京协和医院2019年至2022年间152名OCCC患者。还包括原发性与复发性病变(来自15例患者的17对)或原发性与转移性病变(来自9例患者的11对)的成对肿瘤。22C3pharmDx测定和整个切片用于PD-L1免疫组织化学染色。具有上市前临床试验经验的病理学家根据各种诊断标准(TPS1%,CPS1或CPS10)。PD-L1阳性例数和百分比为34(22.4%,TPS≥1%)和59(38.8%,CPS≥1),分别。33例(21.7%)患者PD-L1高表达(CPS≥10)。一半的铂类耐药患者(11/22)为PD-L1阳性(CPS≥1)。此外,PD-L1阳性表达(CPS≥1)与预后较差的临床病理特征有关,如高级阶段,淋巴结转移,和远处转移(分别为p=0.032,p<0.001和p=0.003)。与匹配的原发病灶相比,PD-L1在复发病灶中表达相等或更多。
    结论:结论:抗PD-1/PD-L1抑制剂是OCCC的有希望的治疗选择.为了评估PD-L1的表达,CPS比TPS更推荐。当无法获得原发肿瘤组织时,对复发病变的评估仍然是合适和可预测的。远处转移性病变可以作为PD-L1评估的替代样本,而不建议使用淋巴转移性病变。
    BACKGROUND: Ovarian clear cell carcinoma (OCCC), well known for its chemoresistance to platinum-based chemotherapy, exhibited a good response in clinical trials of anti-PD-1/PD-L1 inhibitors. By assessing PD-L1 expression, we sought to determine the potential therapeutic benefit of PD-1/PD-L1 inhibitors in OCCC.
    RESULTS: The retrospective study included 152 individuals with OCCC between 2019 and 2022 at Peking Union Medical College Hospital. Paired tumors of primary versus recurrent lesions (17 pairs from 15 patients) or primary versus metastatic lesions (11 pairs from 9 patients) were also included. The 22C3 pharmDx assay and whole sections were used for PD-L1 immunohistochemical staining. Pathologists with experience in premarket clinical trials evaluated PD-L1 expression based on various diagnostic criteria (TPS 1%, CPS 1, or CPS 10). The number and percentage of positive PD-L1 cases were 34 (22.4%, TPS ≥ 1%) and 59 (38.8%, CPS ≥ 1), respectively. Thirty-three (21.7%) of the cases had high PD-L1 expression (CPS ≥ 10). Half of the platinum-resistant patients (11/22) were PD-L1 positive (CPS ≥ 1). In addition, positive PD-L1 expression (CPS ≥ 1) was related to clinicopathological characteristics that represented a worse prognosis, such as advanced stages, lymph node metastasis, and distant metastasis (p = 0.032, p < 0.001 and p = 0.003, separately). PD-L1 was expressed equally or more in the recurrent lesion compared with its matched primary lesion.
    CONCLUSIONS: In conclusion, anti-PD-1/PD-L1 inhibitors are a promising therapeutic choice for OCCC. For evaluation of PD-L1 expression, CPS is more recommended than TPS. Evaluation of recurrent lesion was still suitable and predictive when the primary tumor tissue was not available. Distant metastatic lesions can serve as alternative samples for PD-L1 evaluation, while usage of lymphatic metastatic lesions is not recommended.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:卵巢透明细胞癌(OCCC)是一种罕见的卵巢癌病理组织学类型,尽管晚期OCCC(III-IV期)的生存率大大低于晚期浆液性卵巢癌(OSC),这是最常见的组织型。这项研究的目的是通过比较OSC和OCCC来识别高风险的OCCC,调查潜在的风险和预后标志物。
    方法:从监测中确定了2009年至2018年诊断为卵巢癌的患者,流行病学,和最终结果(SEER)计划。使用Logistic和Cox回归模型来确定高危OCCC患者的风险和预后因素。使用Kaplan-Meier曲线评估癌症特异性存活(CSS)和总存活(OS)。此外,采用Cox分析建立列线图模型。使用C指数显示性能评估结果,校准图,接收机工作特性(ROC)曲线,和决策曲线分析(DCA)。免疫组织化学方法用于鉴定新靶标(GPC3)的表达。
    结果:在高级OCCC的Cox分析中,年龄(45-65岁),肿瘤数量(患者的原位/恶性肿瘤总数),T3阶段,双侧肿瘤,肝转移可以定义为预后变量。列线图显示出良好的预测能力和临床实用性。与OSC相比,肝转移对OCCC患者的预后有更强的影响.T3阶段,远处淋巴结转移阳性,肺转移是肝转移的危险因素。化疗是晚期OCCC患者的独立预后因素。但对肝转移患者的CSS没有影响(p=0.0656),而在这些患者中,手术与更好的CSS显着相关(p<0.0001)(p=0.0041)。在所有组织切片中检测到GPC3表达,GPC3染色主要见于细胞质和细胞膜。
    结论:晚期OCCC和有肝转移的OCCC是两种高危OCCC。构建的列线图对晚期OCCC患者表现出令人满意的生存预测。GPC3免疫组织化学有望积累临床前证据,以支持将GPC3纳入OCCC靶向治疗。
    BACKGROUND: Ovarian clear cell carcinoma (OCCC) is a rare pathological histotype in ovarian cancer, while the survival rate of advanced OCCC (Stage III-IV) is substantially lower than that of the advanced serous ovarian cancer (OSC), which is the most common histotype. The goal of this study was to identify high-risk OCCC by comparing OSC and OCCC, with investigating potential risk and prognosis markers.
    METHODS: Patients diagnosed with ovarian cancer from 2009 to 2018 were identified from the Surveillance, Epidemiology, and End Results (SEER) Program. Logistic and Cox regression models were used to identify risk and prognostic factors in high-risk OCCC patients. Cancer-specific survival (CSS) and overall survival (OS) were assessed using Kaplan-Meier curves. Furthermore, Cox analysis was employed to build a nomogram model. The performance evaluation results were displayed using the C-index, calibration plots, receiver operating characteristic (ROC) curve, and decision curve analysis (DCA). Immunohistochemically approach was used to identify the expression of the novel target (GPC3).
    RESULTS: In the Cox analysis for advanced OCCC, age (45-65 years), tumor numbers (total number of in situ/malignant tumors for patient), T3-stage, bilateral tumors, and liver metastases could be defined as prognostic variables. Nomogram showed good predictive power and clinical practicality. Compared with OSC, liver metastases had a stronger impact on the prognosis of patients with OCCC. T3-stage, positive distant lymph nodes metastases, and lung metastases were risk factors for developing liver metastases. Chemotherapy was an independent prognostic factor for patient with advanced OCCC, but had no effect on CSS in patients with liver metastases (p = 0.0656), while surgery was significantly related with better CSS in these patients (p < 0.0001) (p = 0.0041). GPC3 expression was detected in all tissue sections, and GPC3 staining was predominantly found in the cytoplasm and membranes.
    CONCLUSIONS: Advanced OCCC and OCCC with liver metastases are two types of high-risk OCCC. The constructed nomogram exhibited a satisfactory survival prediction for patients with advanced OCCC. GPC3 immunohistochemistry is expected to accumulate preclinical evidence to support the inclusion of GPC3 in OCCC targeted therapy.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:卵巢癌可以分为不同的组织学亚型,具有不同的可识别的危险因素,分子组成,临床特征,和治疗。卵巢癌亚型的全球发病率仍然有限,特别是在没有高质量癌症登记系统的低收入和中等收入国家(LMICs)。
    方法:我们使用来自五大洲癌症发病率项目的基于人群的癌症登记数据来计算浆液的比例,粘液,子宫内膜样,透明细胞,和其他组织学亚型的卵巢癌。比例适用于2020年全球癌症观察站估计的卵巢癌患者人数。计算年龄标准化的发病率。
    结果:全球,估计有133,818名浆液性癌新患者,35,712例黏液性癌新患者,29,319例子宫内膜样癌新患者,2020年,发现了17894名新的透明细胞癌患者。卵巢癌组织学亚型的分布表现出区域差异。东欧的浆液性癌和粘液性癌发生率最高,而北非和东亚的子宫内膜样癌和透明细胞癌负担最高,分别。
    结论:这项研究提供了卵巢癌组织学亚型的全球发病率,特别是在缺乏全面登记制度的低收入国家。我们的分析为疾病负担提供了宝贵的见解,并为预防卵巢癌的量身定制策略提供了指导。
    OBJECTIVE: Ovarian cancer can be categorized into distinct histologic subtypes with varying identifiable risk factors, molecular composition, clinical features, and treatment. The global incidence of ovarian cancer subtypes remains limited, especially in low- and middle-income countries (LMICs) without high-quality cancer registry systems.
    METHODS: We used data from population-based cancer registries of the Cancer Incidence in Five Continents project to calculate the proportions of serous, mucinous, endometrioid, clear cell, and other histologic subtypes of ovarian cancer. Proportions were applied to the estimated numbers of patients with ovarian cancer from Global Cancer Observatory 2020. Age-standardized incidence rates were calculated.
    RESULTS: Globally, an estimated 133,818 new patients of serous cancer, 35,712 new patients of mucinous cancer, 29,319 new patients of endometrioid cancer, and 17,894 new patients of clear cell cancer were identified in 2020. The distribution of ovarian cancer histologic subtypes exhibited regional variation. Eastern Europe had the highest rate of serous and mucinous carcinomas, whereas Northern Africa and Eastern Asia had the highest burden of endometrioid and clear cell carcinomas, respectively.
    CONCLUSIONS: This study provides a global incidence landscape of histologic subtypes of ovarian cancer, particularly in LMICs lacking comprehensive registry systems. Our analysis offers valuable insights into disease burden and guidance for tailored strategies for prevention of ovarian cancer.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Letter
    暂无摘要。
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:卵巢透明细胞癌(OCCC)是卵巢上皮癌(OEC)的一种亚型,以其对化疗的反应有限而闻名,远处转移的发生会显著影响患者的预后。本研究旨在确定导致OCCC发生远处转移的潜在危险因素。
    方法:利用监视,流行病学,和最终结果(SEER)数据库,我们确定了2004年至2015年间诊断为OCCC的患者.通过应用高斯朴素贝叶斯(GNB)和Adaboost机器学习算法选择影响最大的因素,采用维恩测试进一步完善。随后,六种机器学习(ML)技术,即XGBoost,LightGBM,随机森林(RF),自适应提升(Adaboost),支持向量机(SVM)和多层感知器(MLP),用于构建远处转移的预测模型。Shapley加法解释(SHAP)分析有助于对单个患者进行视觉解释。使用准确性评估模型有效性,灵敏度,特异性,正预测值,负预测值,F1得分,和受试者工作特征曲线下面积(AUC)。
    结果:在预测远处转移的领域,随机森林(RF)模型优于其他五种机器学习算法。RF模型证明了准确性,灵敏度,特异性,正预测值,负预测值,F1得分,AUC(95%CI)值为0.792(0.762-0.823),0.904(0.835-0.973),0.759(0.731-0.787),0.221(0.186-0.256),0.974(0.967-0.982),0.353(0.306-0.399),和0.834(0.696-0.967),分别,超越其他型号的性能。此外,RF模型的校准曲线Brier评分(95%)达到最小值0.06256(0.05753-0.06759)。SHAP分析提供了独立的解释,重申与OCCC患者转移风险相关的关键临床因素。
    结论:本研究使用机器学习技术成功建立了OCCC患者转移的精确预测模型,为临床医生做出明智的临床决策提供有价值的支持。
    BACKGROUND: Ovarian clear cell carcinoma (OCCC) represents a subtype of ovarian epithelial carcinoma (OEC) known for its limited responsiveness to chemotherapy, and the onset of distant metastasis significantly impacts patient prognoses. This study aimed to identify potential risk factors contributing to the occurrence of distant metastasis in OCCC.
    METHODS: Utilizing the Surveillance, Epidemiology, and End Results (SEER) database, we identified patients diagnosed with OCCC between 2004 and 2015. The most influential factors were selected through the application of Gaussian Naive Bayes (GNB) and Adaboost machine learning algorithms, employing a Venn test for further refinement. Subsequently, six machine learning (ML) techniques, namely XGBoost, LightGBM, Random Forest (RF), Adaptive Boosting (Adaboost), Support Vector Machine (SVM), and Multilayer Perceptron (MLP), were employed to construct predictive models for distant metastasis. Shapley Additive Interpretation (SHAP) analysis facilitated a visual interpretation for individual patient. Model validity was assessed using accuracy, sensitivity, specificity, positive predictive value, negative predictive value, F1 score, and the area under the receiver operating characteristic curve (AUC).
    RESULTS: In the realm of predicting distant metastasis, the Random Forest (RF) model outperformed the other five machine learning algorithms. The RF model demonstrated accuracy, sensitivity, specificity, positive predictive value, negative predictive value, F1 score, and AUC (95% CI) values of 0.792 (0.762-0.823), 0.904 (0.835-0.973), 0.759 (0.731-0.787), 0.221 (0.186-0.256), 0.974 (0.967-0.982), 0.353 (0.306-0.399), and 0.834 (0.696-0.967), respectively, surpassing the performance of other models. Additionally, the calibration curve\'s Brier Score (95%) for the RF model reached the minimum value of 0.06256 (0.05753-0.06759). SHAP analysis provided independent explanations, reaffirming the critical clinical factors associated with the risk of metastasis in OCCC patients.
    CONCLUSIONS: This study successfully established a precise predictive model for OCCC patient metastasis using machine learning techniques, offering valuable support to clinicians in making informed clinical decisions.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Review
    背景:透明细胞癌(CCC)是一种高度侵袭性的恶性肿瘤。女性生殖系统的CCC主要发生在子宫内膜和卵巢,很少发生在子宫颈。所以,在影像学上诊断宫颈透明细胞癌(CCAC)很困难。这份报告有助于进一步加深我们对CCAC的理解。
    方法:一名39岁女性患者出现阴道分泌物,无明显病因,癌胚抗原(CEA)水平升高,CA125,CA153和鳞状细胞癌抗原(SCC),并在我院接受了超声(US)CT和MRI检查,显示子宫颈有肿块,考虑宫颈鳞癌。
    方法:阴道镜引导下宫颈活检及免疫组化证实CCAC,联合磁共振成像检查,考虑CCAC伴盆腔淋巴结转移。
    结果:患者拒绝进一步治疗,出院。
    结论:CCAC没有表现出特定的症状,在图像特征上与宫颈鳞癌略有不同,主要依靠免疫组织化学进行诊断。报告的病例提高了CCAC的认识。
    BACKGROUND: Clear cell carcinoma (CCC) is a highly invasive malignant tumor. CCCs of the female reproductive system occur mostly in the endometrium and ovaries and rarely in the cervix. So, it is difficult to diagnose cervical clear cell carcinoma (CCAC) on imaging. This report helps to further deepen our understanding of CCAC.
    METHODS: A 39-year-old female patient presented with vaginal discharge with no obvious cause, elevated levels of carcinoembryonic antigen (CEA), CA125, CA153, and squamous cell carcinoma antigen (SCC), and underwent ultrasonography (US) CT and MRI examination in our hospital, which showed a mass in the cervix of the uterus, considered of cervical squamous carcinoma.
    METHODS: The cervix biopsy guided by vaginoscope biopsy and immunohistochemistry confirmed CCAC, combined Magnetic Resonance Imaging examination, CCAC with pelvic lymph node metastasis was considered.
    RESULTS: The patient refused further treatment and was discharged from hospital.
    CONCLUSIONS: CCAC exhibited no specific symptoms, and is slightly different from cervical squamous carcinoma in image features, mainly relying on immunohistochemistry for diagnosis. The reported case raised awareness of CCAC.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号