• 文章类型: Journal Article
    目的:目的是检查胫骨后神经刺激(PTNS)对膀胱,肠,在一组患有难治性下尿路症状(LUTS)的多发性硬化症(MS)患者中,与性健康相关的生活质量。
    方法:招募MS和难治性LUTS患者进行前瞻性,使用PTNS治疗其症状的观察性研究。患者接受12周30分钟PTNS治疗和膀胱,肠,性症状在基线时进行评估,3、12和24个月的日记,视觉模拟量表(VAS),并验证了患者报告的问卷,包括美国泌尿外科协会症状评分(AUA-SS),神经源性膀胱症状评分(BSS),密歇根尿失禁症状指数(M-ISI)健康状况问卷,性满意度量表,和肠道控制量表。
    结果:共招募23例患者:18例开始PTNS,14例完成3个月的PTNS。在开始PTNS的18人中,平均年龄为52岁(SD12),61%是女性,83%是白色的,大多数患者复发缓解(39%)MS。基线(n=18)和3个月排尿(n=11)结果显示,排尿或失禁发作的数量没有显着变化。中位VAS症状改善为49(IQR26.5,26)和9(53%)患者选择每月维持PTNS。在配对分析中,BSS的中位数变化显着改善,AUA-SS,还有M-ISI.肠道或性功能障碍无明显变化。
    结论:这种前瞻性,PTNS在MS伴难治性LUTS患者中的观察性研究显示,患者报告的膀胱结局有所改善,但不是每天的空隙数量或肠或膀胱功能。
    OBJECTIVE: The objective was to examine the outcomes of posterior tibial nerve stimulation (PTNS) on bladder, bowel, and sexual health-related quality of life among a cohort of patients with multiple sclerosis (MS) with refractory lower urinary tract symptoms (LUTS).
    METHODS: Patients with MS and refractory LUTS were recruited for a prospective, observational study using PTNS to treat their symptoms. Patients underwent 12 weekly 30-min PTNS sessions and bladder, bowel, and sexual symptoms were evaluated at baseline, 3, 12, and 24 months with voiding diaries, visual analog scales (VAS), and validated patient-reported questionnaires, including the American Urological Association Symptom Score (AUA-SS), Neurogenic Bladder Symptom Score (NBSS), Michigan Incontinence Symptom Index (M-ISI), Health Status Questionnaire, Sexual Satisfaction Scale, and Bowel Control Scale.
    RESULTS: A total of 23 patients were recruited: 18 started PTNS and 14 completed 3 months of PTNS. Of the 18 who started PTNS, the mean age was 52 years (SD 12), 61% were female, 83% were white, and most patients had relapsing remitting (39%) MS. Baseline (n=18) and 3-month voiding (n=11) outcomes showed no significant change in number of voids or incontinence episodes. The median VAS symptom improvement was 49 (IQR 26.5, 26) and 9 (53%) patients elected for monthly maintenance PTNS. On paired analysis, there was a significant improvement in median change in NBSS, AUA-SS, and M-ISI. There was no significant change in bowel or sexual dysfunction.
    CONCLUSIONS: This prospective, observational study of PTNS in patients with MS with refractory LUTS shows improvement in patient-reported bladder outcomes, but not in number of voids per day or bowel or bladder function.
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  • 文章类型: Journal Article
    背景:与膀胱癌相似,约三分之一的上尿路尿路上皮癌(UTUC)呈现变异组织学(VH)。我们的目标是评估发病率,UTUC患者的临床特征及VH对结局的影响。
    方法:我们从二级和三级转诊中心连续纳入了2009年至2022年间接受UTUC根治性手术治疗的77例患者。每个中心由1名独立的泌尿系病理学家对所有标本进行病理学检查。我们比较了纯UTUC和UTUC与VH和内窥镜活检的准确性。进行描述性和比较分析以评估与临床特征的关联,并进行Kaplan-Meier估计以比较结果。
    结果:手术后的中位随访时间为51个月。VH存在于21/77(28%)患者中,并且4/21(19%)患者具有多个变体。最常见的VH是鳞状12/21(57%),其次是腺体7/21(33%)和微乳头状3/21变体(14%)。神经内分泌癌2例。在1例患者中发现嵌套变体。30/56(54%)的单纯UTUC患者和18/21(86%)的VH患者存在肌肉浸润性肿瘤(≥pT2)(P<0.05)。在24/56(43%)的纯UTUC患者和16/21(76%)的VH患者中存在原位癌(P<0.05)。纯UTUC的累积8/56(14%)具有非膀胱内复发(6例局部复发和2例远处复发),而8/21(38%)(3局部,3个节点,2远缘)在VH亚组中(P<0.05)。膀胱复发有相反的效果:纯UTUC与60%29%为肿瘤伴VH(P<0.05)。术前内镜活检检查未显示任何患者存在VH。结果差异未达到显着:3yr-OS63%与42%(P0.28)和3yr-CSS77%与50%(P<0.7)。
    结论:近三分之一的UTUC呈现VH。VH的存在与更具侵袭性的肿瘤特征相关,并且与不利的结果相关。由于具有VH的UTUC的外复发率较高,后续控制应包括横断面成像和膀胱镜检查。
    BACKGROUND: Similar to bladder cancer, about one third of upper tract urothelial carcinoma (UTUC) present variant histology (VH). We aim to evaluate the incidence, clinical characteristics and the impact on outcomes of VH in UTUC.
    METHODS: We consecutively enrolled 77 patients treated between 2009 and 2022 by radical surgery for UTUC from a secondary and a tertiary referral center. A pathology review of all specimens was performed by 1 independent uropathologist for each center. We compared pure UTUC and UTUC with VH and the accuracy of endoscopic biopsy. Descriptive and comparative analysis was performed to assess the association with clinical characteristics and the Kaplan-Meier estimator to compare outcomes.
    RESULTS: Median follow-up after surgery was 51 months. VH was present in 21/77 (28%) patients and 4/21 (19%) patients had multiple variants. The most frequent VH was squamous 12/21 (57%), followed by glandular 7/21 (33%) and micropapillary 3/21 variants (14%). Neuroendocrine carcinoma was present in 2 patients. Nested variant was found in 1 patient. Muscle invasive tumor (≥pT2) was present in 30/56 (54%) patients with pure UTUC and in 18/21 (86%) patients with VH (P < 0.05). Presence of carcinoma in situ was seen in 24/56 (43%) patients with pure UTUC and in 16/21 (76%) with VH (P < 0.05). Cumulative 8/56 (14%) with pure UTUC had a nonintravesical recurrence (6 patients with local and 2 distant recurrence) compared to 8/21 (38%) (3 local, 3 nodal, 2 distant) in the subgroup with VH (P < 0.05). Opposite effect was noted for bladder recurrence: 60% for pure UTUC vs. 29% for tumors with VH (P < 0.05). Review of preoperative endoscopic biopsy did not show the presence of VH in any patients. Differences in outcomes did not reach significance: 3yr-OS 63% vs. 42% (P 0.28) and 3yr-CSS 77% vs. 50% (P 0.7).
    CONCLUSIONS: Almost a third of UTUC present VH. Presence of VH is related to more aggressive tumor characteristics and associated with unfavorable outcomes. Due to a higher rate of extravesical recurrences in UTUC with VH, Follow-up controls should include cross sectional imaging and cystoscopy.
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  • 文章类型: Journal Article
    上尿路尿路上皮癌(UTUC)是一种相对罕见但侵袭性的恶性肿瘤。虽然根治性肾输尿管切除术(RNU)仍然是基础治疗,UTUC有很高的局部和转移复发率,导致令人沮丧的预后。为了确定与UTUC局部和转移性复发风险增加相关的临床病理因素,我们对1998年至2018年接受RNU的133例连续UTUC患者进行了回顾性分析.失去随访或有膀胱癌病史的患者被排除在研究之外。其余87例患者分为两个亚组:肿瘤复发/复发(40例)和无复发/复发(47例)。比较两组的临床和病理特征。多种因素与UTUC复发/复发相关,包括较大的肿瘤大小,组织学差异/亚型,肿瘤分级高,晚期病理性T分期,正利润率,淋巴管浸润(LVI),阳性淋巴结状态,术前肾积水.多因素Cox回归分析显示鳞状细胞分化预测复发/复发(p=0.012),与肿瘤分期无关。此外,与传统的组织学类型相比,具有鳞状分化的UTUC具有显著较高的复发率(p=0.0001)和较差的生存率(p=0.0039)。这一观察结果在侵入性高级别UTUC病例中得到了进一步验证。我们的研究结果表明,许多病理因素有助于UTUC复发/复发,特别是,鳞状细胞分化可作为UTUC患者复发的独立风险预测因子和癌症特异性不良生存的有效预测因子.认识并彻底评估病理因素对于更好地进行UTUC的肿瘤学管理至关重要。
    Upper tract urothelial carcinoma (UTUC) is a relatively rare yet aggressive malignancy. While radical nephroureterectomy (RNU) remains the cornerstone treatment, UTUC has high local and metastatic relapse rates, leading to a dismal prognosis. To identify the clinicopathological factors associated with an increased risk of local and metastatic relapse in UTUC, we conducted a retrospective analysis of 133 consecutive UTUC patients who underwent RNU from 1998 to 2018. Patients lost to follow-up or with a history of bladder cancer were excluded from the study. The remaining 87 patients were categorized into two subgroups: those with tumor recurrence/relapse (40 cases) and those without recurrence/relapse (47 cases). Clinical and pathological characteristics were compared across the two groups. Multiple factors are associated with UTUC recurrence/relapse including larger tumor size, histology divergent differentiations/subtypes, high tumor grade, advanced pathologic T stage, positive margin, lymphovascular invasion (LVI), positive lymph node status, and preoperative hydronephrosis. Multivariate Cox regression analysis revealed that squamous differentiation predicted recurrence/relapse (p = 0.012), independent of tumor stage. Moreover, compared to the conventional histology type, UTUC with squamous differentiation had a significantly higher relapse rate (p = 0.0001) and poorer survival (p = 0.0039). This observation was further validated in invasive high-grade UTUC cases. Our findings suggest that many pathological factors contribute to UTUC recurrence/relapse, particularly, squamous differentiation may serve as an independent risk predictor for relapse and a potent prognosticator for adverse cancer-specific survival in UTUC patients. Recognizing and thoroughly assessing the pathological factors is essential for better oncologic management of UTUC.
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  • 文章类型: Journal Article
    目的:大肠埃希菌是狗和猫尿路感染(UTI)尿样中最常见的细菌之一。狗和猫的简单UTI可以用短期一线抗菌药物治疗,例如阿莫西林,阿莫西林与克拉维酸,或者甲氧苄啶/磺胺。复发性或复杂性UTI通常需要使用广谱抗生素进行长期治疗。然而,药物的选择应基于抗菌药物的敏感性。
    方法:在2022年3月至9月之间,使用最低抑制浓度(MIC)测试了从66只具有UTI症状的狗和41只猫的尿液中培养的大肠杆菌分离株的耐药性。对氨苄青霉素进行了抗菌药物敏感性试验,氨苄西林/舒巴坦,头孢唑啉,头孢呋辛,氨曲南,庆大霉素,阿米卡星,粘菌素,甲氧苄啶/磺胺甲恶唑,环丙沙星,氯霉素和四环素。
    结果:据记载,氨苄青霉素耐药率最高(68%的狗,100%在猫中)和氨苄西林与舒巴坦(59%在狗中,54%的猫)。大肠杆菌最常见的抗生素耐药模式是单独的氨苄西林(12个分离株,猫中29.3%)和β-内酰胺,包括氨曲南(14个分离株,狗中的21.2%)。
    结论:对氨曲南的高耐药性(61%和32%的狗和猫分离株,分别),其他β-内酰胺,和氟喹诺酮类药物应引起警报,因为动物共患病的潜力和抗生素抗性微生物在动物和人类之间的交叉传播。
    OBJECTIVE: Escherichia coli is one of the most common bacteria isolated from urine samples collected from dogs and cats with urinary tract infection (UTI). Uncomplicated UTIs in dogs and cats can be treated with short courses of first-line antimicrobial drugs, e.g. amoxicillin, amoxicillin with clavulanic acid, or trimethoprim/sulfonamide. Recurrent or complicated UTIs often require long-term treatment with broad-spectrum antibiotics. However, the choice of drug should be based on antimicrobial susceptibility.
    METHODS: Between March - September 2022, E. coli isolates cultured from the urine of 66 dogs and 41 cats with UTI symptoms were tested for antimicrobial resistance by using Minimum Inhibitory Concentration (MIC). Antimicrobial susceptibility was tested for ampicillin, ampicillin/sulbactam, cefazolin, cefuroxime, aztreonam, gentamycin, amikacin, colistin, trimethoprim/sulfamethoxazole, ciprofloxacin, chloramphenicol and tetracycline.
    RESULTS: The highest prevalence of resistance was documented for ampicillin (68% in dogs, 100% in cats) and ampicillin with sulbactam (59% in dogs, 54% in cats). The most common antimicrobial resistance patterns of E. coli were ampicillin alone (12 isolates, 29.3% in cats) and beta-lactams, including aztreonam (14 isolates, 21.2% in dogs).
    CONCLUSIONS: High resistance to aztreonam (61% and 32% of isolates from dogs and cats, respectively), other beta-lactams, and fluoroquinolones should cause be alarm due to zoonotic potential and cross-transmission of antimicrobial-resistant microorganisms between animals and humans.
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  • 文章类型: Case Reports
    内镜逆行胰胆管造影术引导的经乳头胆囊引流已成为不可手术候选人治疗急性胆囊炎的有效替代方法。延迟性急性胰腺炎以前没有被描述为该程序的不良事件。在这篇文章中,我们描述了3例患者在支架置入后2~6周发生急性胰腺炎,无其他诱因.迟发性急性胰腺炎可能是与经乳头胆囊引流有关的罕见且先前未表征的不良事件。
    Endoscopic retrograde cholangiopancreatography-guided transpapillary gallbladder drainage has emerged as an effective alternative for management of acute cholecystitis in nonoperable candidates. Delayed acute pancreatitis has not been previously described as an adverse event with this procedure. In this article, we describe 3 patients who developed acute pancreatitis between 2 and 6 weeks after stent insertion with no alternative inciting cause. Delayed acute pancreatitis may represent a rare and previously uncharacterized adverse event related to transpapillary gallbladder drainage.
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  • 文章类型: Journal Article
    背景:幽门螺杆菌(H.pylori)感染因其与胃部疾病的关联而被广泛认可。先前关于幽门螺杆菌感染与胆道疾病之间关系的研究面临着制约因素,包括对混杂因素的控制不足和样本量小。本研究旨在探讨幽门螺杆菌感染与胆道疾病之间的关系,基于人群的样本,对各种协变量有足够的控制。
    方法:使用2016年至2020年的国家住院患者样本(NIS)来研究幽门螺杆菌感染与胆道疾病之间的关系。我们使用国际疾病分类来识别幽门螺杆菌感染的患者,第十次修订(ICD-10)代码(B96.81)。描述性分析和推理统计,包括单变量和多变量回归,进行研究以探讨幽门螺杆菌与选定胆道疾病之间的关系。结果:总体而言,对32,966,720例患者进行了分析。其中,736,585例患者患有胆道疾病(n=1,637,幽门螺杆菌,n=734,948,无幽门螺杆菌)。基线特征显示两组之间的人口统计学和医疗保健变量存在显着差异。单变量回归分析显示幽门螺杆菌感染与各种胆道疾病如胆囊结石之间存在显著关联。胆囊癌,胆管炎,急性胆囊炎,和胆源性胰腺炎,慢性胆囊炎的风险最高(比值比:5.21;95%置信区间:4.1-6.62;p<0.0001)。多元回归分析,在调整了各种协变量后,证实了这些关联,提供对幽门螺杆菌和胆道疾病之间潜在因果关系的见解。
    结论:这项研究加强了表明幽门螺杆菌感染与胆道疾病之间潜在关联的证据。这些发现需要在前瞻性临床研究中得到验证。
    BACKGROUND: Helicobacter pylori (H. pylori) infection is widely recognized for its association with gastric diseases. Prior studies on the relationship between H. pylori infection and biliary diseases have faced constraints, including inadequate control of confounding factors and small sample sizes. This study aims to explore the association between H. pylori infection and biliary diseases using a large, population-based sample with adequate control for various covariates.
    METHODS:  The National Inpatient Sample (NIS) from 2016 to 2020 was used to investigate the association between H. pylori infection and biliary diseases. We identified patients with H. pylori infection using the International Classification of Diseases, Tenth Revision (ICD-10) code (B96.81). Descriptive analysis and inferential statistics, including univariate and multivariate regression, were performed to explore the relationship between H. pylori and selected biliary diseases.  Results: Overall, 32,966,720 patients were analyzed. Among them, 736,585 patients had biliary diseases (n=1,637 with H. pylori and n=734,948 without H. pylori). The baseline characteristics revealed notable differences in demographics and healthcare variables between both groups. Univariate regression analysis demonstrated significant associations between H. pylori infection and various biliary diseases such as gallbladder stones, gallbladder cancer, cholangitis, acute cholecystitis, and biliary pancreatitis, with the highest risk for chronic cholecystitis (odds ratio: 5.21; 95% confidence interval: 4.1-6.62; p<0.0001). Multivariate regression analysis, after adjusting for various covariates, confirmed these associations, providing insights into the potential causal relationship between H. pylori and biliary diseases.
    CONCLUSIONS:  This study strengthens the evidence suggesting a potential association between H. pylori infection and biliary diseases. The findings need to be validated in prospective clinical studies.
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  • 文章类型: Case Reports
    膀胱癌皮肤转移是该病晚期的罕见表现。它可能是直接入侵的结果,淋巴或血源性扩散,或医源性植入。我们介绍了一例67岁的患者,最初诊断为膀胱原位尿路上皮癌(UC),他接受了经尿道膀胱肿瘤切除术,以及诱导和维持卡介苗免疫疗法。诊断后六年,患者在右下肢出现了多个溃疡性胃底病变,确诊为UC转移。患者还出现了右足坏疽并随后感染,进展为败血症并导致患者死亡。
    Bladder cancer with cutaneous metastasis is a rare manifestation of the advanced stage of the disease. It can result from direct invasion, lymphatic or hematogenous spread, or iatrogenic implantation. We present a case of a 67-year-old patient initially diagnosed with urothelial carcinoma (UC) in situ of the bladder, who underwent transurethral resection of bladder tumor, along with induction and maintenance Bacillus Calmette-Guerin immunotherapy. Six years post-diagnosis, the patient developed multiple ulcerating fungating lesions in the right lower extremity, confirmed as metastases from UC. The patient additionally developed right foot gangrene with subsequent infection, which progressed into sepsis and caused the patient\'s demise.
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  • 文章类型: Journal Article
    免疫检查点抑制剂(ICI)在膀胱癌中的治疗效果因个体而异。确定对这些疗法的反应的可靠预测因子对于优化患者结果至关重要。
    这项回顾性研究分析了348名接受ICIs治疗的膀胱癌患者,使用来自我们机构接受PD-L1免疫组织化学染色的248例患者的数据进行额外验证。我们检查了患者吸烟史,临床病理特征,和免疫表型。主要关注吸烟史与免疫治疗结果之间的相关性。多变量logistic和Cox比例风险回归用于校正混杂因素。
    研究队列包括348名接受ICIs的膀胱癌患者。其中,116名(33.3%)从未吸烟者,197人(56.6%)以前是吸烟者(平均包装年=28),35人(10.1%)是当前吸烟者(中位包年=40).分析显示,不同吸烟状态的总生存率无统计学差异(目前吸烟者的客观缓解率为11.4%,从不吸烟者占17.2%,前吸烟者为22.3%;P分别为0.142、0.410和0.281)。然而,一个显著的趋势表明,与目前吸烟者和从未吸烟者相比,以前吸烟者对免疫疗法的反应可能更好.在我们机构的248名患者的验证队列中,免疫组织化学分析显示,与当前吸烟者(37%)和从不吸烟者(47%)相比,PD-L1在前吸烟者(55%)中的表达显著较高.这一观察结果强调了吸烟史对肿瘤微环境及其对ICI的反应性的潜在影响。
    总而言之,我们的研究表明,纳入吸烟史在预测膀胱癌患者对免疫疗法的反应中的重要性,强调其在个性化癌症治疗方法中的作用。建议进一步研究探索生活方式因素对治疗结果的综合影响。
    UNASSIGNED: The therapeutic effectiveness of immune checkpoint inhibitors (ICIs) in bladder cancer varies among individuals. Identifying reliable predictors of response to these therapies is crucial for optimizing patient outcomes.
    UNASSIGNED: This retrospective study analyzed 348 bladder cancer patients treated with ICIs, with additional validation using data from 248 patients at our institution who underwent PD-L1 immunohistochemical staining. We examined patient smoking history, clinicopathological characteristics, and immune phenotypes. The main focus was the correlation between smoking history and immunotherapy outcomes. Multivariate logistic and Cox proportional hazard regressions were used to adjust for confounders.
    UNASSIGNED: The study cohort comprised 348 bladder cancer patients receiving ICIs. Among them, 116 (33.3%) were never smokers, 197 (56.6%) were former smokers (median pack-years = 28), and 35 (10.1%) were current smokers (median pack-years = 40). Analysis revealed no statistically significant difference in overall survival across different smoking statuses (objective response rates were 11.4% for current smokers, 17.2% for never smokers, and 22.3% for former smokers; P = 0.142, 0.410, and 0.281, respectively). However, a notable trend indicated a potentially better response to immunotherapy in former smokers compared to current and never smokers. In the validation cohort of 248 patients from our institution, immunohistochemical analysis showed that PD-L1 expression was significantly higher in former smokers (55%) compared to current smokers (37%) and never smokers (47%). This observation underscores the potential influence of smoking history on the tumor microenvironment and its responsiveness to ICIs.
    UNASSIGNED: In conclusion, our study demonstrates the importance of incorporating smoking history in predicting the response to immunotherapy in bladder cancer patients, highlighting its role in personalized cancer treatment approaches. Further research is suggested to explore the comprehensive impact of lifestyle factors on treatment outcomes.
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  • 文章类型: Dataset
    膀胱癌是泌尿系统中癌症相关死亡的主要原因之一。了解基因组信息对膀胱癌的治疗和预后非常重要。但是目前用于识别突变的方法耗时耗力。现在有许多新的和方便的方法来预测从病理切片癌变基因组学。然而,公开可用的数据集是有限的,尤其是亚洲人口。在这项研究中,我们开发了一个数据集,该数据集包含75例亚洲膀胱癌病例和112例全幻灯片图像,每位患者获得一到两张图像.该数据集提供了关于在这些患者中通过全外显子组测序得到的最频繁和临床显著的突变基因的信息。该数据集将有助于探索和开发新的膀胱癌诊断和治疗技术。
    Bladder cancer is one of the leading causes of cancer-related mortality in the urinary system. Understanding genomic information is important in the treatment and prognosis of bladder cancer, but the current method used to identify mutations is time-consuming and labor-intensive. There are now many novel and convenient ways to predict cancerous genomics from pathological slides. However, the publicly available datasets are limited, especially for Asian populations. In this study, we developed a dataset consisting of 75 Asian cases of bladder cancers and 112 Whole-Slide Images with one to two images obtained for each patient. This dataset provides information on the most frequently and clinically significant mutated genes derived by whole-exome sequencing in these patients. This dataset will facilitate exploration and development of novel diagnostic and therapeutic technologies for bladder cancer.
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  • 文章类型: Journal Article
    目的:这项研究的目的是研究双能CT中不同的低能虚拟单色图像(VMI)对影像组学模型预测膀胱癌肌肉浸润状态(BCa)的性能的影响。
    方法:共127例经病理证实为肌肉侵入性BCa(n=49)和非肌肉侵入性BCa(n=78)的患者以7:3的比例随机分配到训练和测试队列中。对在40、50、60和70-keV(单能量分析)或组合(多能量分析)重建的静脉相图像进行特征提取。采用递归特征消除(RFE)和最小绝对收缩和选择算子(LASSO)来选择与BCa相关的最相关特征。使用支持向量机(SVM)分类器建立模型。通过受试者工作特性曲线评估诊断性能,评估灵敏度,特异性,准确度,精度,和曲线下面积(AUC)值。
    结果:在测试队列中,多能量模型在AUC下实现了最佳诊断性能,灵敏度,特异性,准确度,精密度分别为0.917、0.800、0.833、0.821和0.750。相反,单能量模型在预测肌肉侵袭状态方面表现出较低的AUC和敏感性.
    结论:通过组合来自各种能量的VMI的信息,多能量模型在术前预测膀胱癌的肌肉浸润状态方面表现出优异的性能。
    OBJECTIVE: The purpose of this study was to investigate the impact of different low-energy virtual monochromatic images (VMIs) in dual-energy CT on the performance of radiomics models for predicting muscle invasive status in bladder cancer (BCa).
    METHODS: A total of 127 patients with pathologically proven muscle-invasive BCa (n = 49) and non-muscle-invasive BCa (n = 78) were randomly allocated into the training and test cohorts at a ratio of 7:3. Feature extraction was performed on the venous phase images reconstructed at 40, 50, 60 and 70-keV (single-energy analysis) or in combination (multi-energy analysis). Recursive feature elimination (RFE) and the least absolute shrinkage and selection operator (LASSO) were employed to select the most relevant features associated with BCa. Models were built using a support vector machine (SVM) classifier. Diagnostic performance was assessed through receiver operating characteristic curves, evaluating sensitivity, specificity, accuracy, precision, and the area-under-the curve (AUC) values.
    RESULTS: In the test cohort, the multi-energy model achieved the best diagnostic performance with AUC, sensitivity, specificity, accuracy, and precision of 0.917, 0.800, 0.833, 0.821, and 0.750, respectively. Conversely, the single-energy model exhibited lower AUC and sensitivity in predicting the muscle invasion status.
    CONCLUSIONS: By combining information from VMIs of various energies, the multi-energy model displays superior performance in preoperatively predicting the muscle invasion status of bladder cancer.
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