diagnostic performance

诊断性能
  • 文章类型: Journal Article
    背景:前列腺癌是中老年男性最常见的恶性肿瘤之一,具有重要的预后意义,最近的研究表明,利用新的虚拟单能量图像的双能量计算机断层扫描(DECT)可以提高癌症的检出率。这项研究旨在评估从DECT动脉期扫描重建的虚拟单能量图像对前列腺病变的图像质量及其对前列腺癌的诊断性能的影响。
    方法:回顾性分析2019年7月至2023年12月在梅州市人民医院行DECT扫描的83例前列腺癌或前列腺增生患者。分析的变量包括年龄,肿瘤直径和血清前列腺特异性抗原(PSA)水平,在其他人中。我们还比较了CT值,信噪比(SNR),主观图像质量评级,虚拟单能量图像(40-100keV)和常规线性混合图像之间的对比度噪声比(CNR)。进行接收器工作特征(ROC)曲线分析,以评估虚拟单能量图像(40keV和50keV)与常规图像相比的诊断功效。
    结果:40keV的虚拟单能量图像显示,与常规线性混合图像(66.66±15.5)相比,前列腺癌的CT值(168.19±57.14)明显更高(P<0.001)。与常规图像相比,50keV图像还显示出升高的CT值(121.73±39.21)(P<0.001)。40keV(3.81±2.13)和50keV(2.95±1.50)组的CNR值明显高于常规混合组(P<0.001)。主观评价表明,与常规图像相比,40keV(中值评分5)和50keV(中值评分5)图像的图像质量评分明显更好(P<0.05)。ROC曲线分析显示,与常规图像(AUC:0.849)相比,基于CT值的40keV(AUC:0.910)和50keV(AUC:0.910)图像的诊断准确性更高。
    结论:从DECT动脉期扫描在40keV和50keV重建的虚拟单能量图像显著提高了前列腺病变的图像质量,提高了前列腺癌的诊断效能。
    BACKGROUND: Prostate cancer is one of the most common malignant tumors in middle-aged and elderly men and carries significant prognostic implications, and recent studies suggest that dual-energy computed tomography (DECT) utilizing new virtual monoenergetic images can enhance cancer detection rates. This study aimed to assess the impact of virtual monoenergetic images reconstructed from DECT arterial phase scans on the image quality of prostate lesions and their diagnostic performance for prostate cancer.
    METHODS: We conducted a retrospective analysis of 83 patients with prostate cancer or prostatic hyperplasia who underwent DECT scans at Meizhou People\'s Hospital between July 2019 and December 2023. The variables analyzed included age, tumor diameter and serum prostate-specific antigen (PSA) levels, among others. We also compared CT values, signal-to-noise ratio (SNR), subjective image quality ratings, and contrast-to-noise ratio (CNR) between virtual monoenergetic images (40-100 keV) and conventional linear blending images. Receiver operating characteristic (ROC) curve analyses were performed to evaluate the diagnostic efficacy of virtual monoenergetic images (40 keV and 50 keV) compared to conventional images.
    RESULTS: Virtual monoenergetic images at 40 keV showed significantly higher CT values (168.19 ± 57.14) compared to conventional linear blending images (66.66 ± 15.5) for prostate cancer (P < 0.001). The 50 keV images also demonstrated elevated CT values (121.73 ± 39.21) compared to conventional images (P < 0.001). CNR values for the 40 keV (3.81 ± 2.13) and 50 keV (2.95 ± 1.50) groups were significantly higher than the conventional blending group (P < 0.001). Subjective evaluations indicated markedly better image quality scores for 40 keV (median score of 5) and 50 keV (median score of 5) images compared to conventional images (P < 0.05). ROC curve analysis revealed superior diagnostic accuracy for 40 keV (AUC: 0.910) and 50 keV (AUC: 0.910) images based on CT values compared to conventional images (AUC: 0.849).
    CONCLUSIONS: Virtual monoenergetic images reconstructed at 40 keV and 50 keV from DECT arterial phase scans substantially enhance the image quality of prostate lesions and improve diagnostic efficacy for prostate cancer.
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  • 文章类型: Journal Article
    血清学检测在乙型肝炎病毒标志物的诊断中起着至关重要的作用,治疗,预后,为了比较AutolumoA2000Plus和雅培建筑师i2000系统在检测乙型肝炎感染标志物方面的诊断性能。共有6个HBV血清转换小组和743名参与者参加了这项研究,包括383例HBV感染患者和360例健康成人。临床诊断信息,实验室结果,收集和HBV基因分型以评估A2000Plus和i2000系统在检测HBV感染标志物方面的诊断性能。结果表明,在六个血清转换面板和743个来自人群的血清样品中,两个检测系统中HBV标志物的总一致性百分比均>90%。两种分析仪中乙型肝炎病毒血清学标志物之间的卡方检验的χ2值在550.7和743.0之间,p<0.0001。HBV标志物一致性测试结果显示两个分析仪之间的完美一致性,Kappa值范围为0.854至1.000。对于特定的样品,包括C型乙型肝炎患者,慢性乙型肝炎,乙型肝炎相关肝硬化,和肝细胞癌,spearman相关分析显示HBsAg相关系数范围为0.8532至0.9745,p<0.001。总之,AutolumoA2000Plus在一致性和相关性方面的诊断性能与检测乙型肝炎感染标志物时的雅培建筑师i2000相当。AutolumoA2000Plus系统可用作HBV标志物检测的可靠仪器。
    Serological detection of hepatitis B virus markers plays a vital role in the diagnosis, treatment, prognosis, and therapeutic surveillance of hepatitis B. To compare the diagnostic performance of Autolumo A2000Plus and Abbott Architect i2000 systems in the detection of hepatitis B infection markers. A total of 6 HBV seroconversion panels and 743 participants were enrolled in this study, including 383 HBV-infected patients and 360 healthy adults. Clinical diagnostic information, laboratory results, and HBV genotyping were collected to evaluate the diagnostic performance of the A2000Plus and i2000 systems in detecting HBV infection markers. The results showed that the total percent agreement of HBV markers was all >90 % in both detection systems among the six seroconversion panels and 743 serum samples from the population. The χ2 values of the Chi-square test among hepatitis B virus serological markers in both analyzers were between 550.7 and 743.0, p < 0.0001. HBV marker consistency test results show perfect consistency between the two analyzers, with Kappa values ranging from 0.854 to 1.000. For specific samples, including Hepatitis B patients with Genotype C, chronic hepatitis B, hepatitis B-related cirrhosis, and hepatocellular carcinoma, spearman correlation analysis showed HBsAg correlation coefficients ranging from 0.8532 to 0.9745, p < 0.001 in both analyzers. In conclusion, Autolumo A2000Plus diagnostic performance in consistency and correlation is comparable to Abbott Architect i2000 when detecting markers of hepatitis B infection. The Autolumo A2000Plus system can be used as a reliable instrument for HBV marker detection.
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  • 文章类型: Journal Article
    目标:许多胃肠道(GI)疾病和癌前病变通常无症状地存在,导致延迟患者诊断和治疗干预。本研究旨在开发一种新型的电缆传输磁控胶囊内窥镜(CT-MCCE)系统,用于检测胃肠道疾病,并通过临床试验评估其安全性和可行性。
    方法:这种前瞻性,多中心,试验比较了2022年10月至2023年5月期间18-75岁上消化道疾病患者的CT-MCCE和常规胃镜检查.主要终点包括敏感性评估,特异性,阳性预测值(PPV),和阴性预测值(NPV)在食道局灶性病变的检测,胃,和十二指肠球使用CT-MCCE。
    结果:共有180人(平均年龄:43.1岁,52.22%的女性)从中国的三家医院招募。CT-MCCE检出食管病变的敏感性为97.22%,100%特异性,PPV为100%,净现值为98.18%,和98.89%的精度。CT-MCCE检测全胃胃局灶性病变的敏感度为96.81%,98.84%特异性,PPV为98.91%,净现值为96.59%,和97.78%的精度。CT-MCCE以100%的灵敏度检测到十二指肠球部的病变,100%特异性,PPV为100%,净现值为100%,100%的准确性。CT-MCCE和EGD在上消化道的清洁度和上消化道粘膜的可见度方面没有显着差异。然而,CT-MCCE的不适发生率低于EGD(P<0.001)。
    结论:在完成上消化道检查和病变检测方面,CT-MCCE的诊断性能与EGD相当。此外,观察到CT-MCCE在检测上消化道疾病方面的耐受性提高,未观察到任何不良事件.
    OBJECTIVE: Many gastrointestinal (GI) disorders and precancerous conditions often present asymptomatically, leading to delayed patient diagnoses and treatment interventions. This study aimed to develop a novel cable-transmission magnetically controlled capsule endoscopy (CT-MCCE) system for detecting GI diseases and assess its safety and feasibility through clinical trials.
    METHODS: This prospective, multicenter, trial compared CT-MCCE with conventional gastroscopy in patients aged 18-75 years with upper GI diseases between October 2022 and May 2023. The primary endpoints included the evaluation of sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) in the detection of focal lesions within the esophagus, stomach, and duodenal bulb using CT-MCCE.
    RESULTS: A total of 180 individuals (mean age: 43.1 years, 52.22% female) were recruited from three hospitals in China. CT-MCCE detected lesions in esophagus with 97.22% sensitivity, 100% specificity, a PPV of 100%, a NPV of 98.18%, and 98.89% accuracy. CT-MCCE detected gastric focal lesions in the whole stomach with 96.81% sensitivity, 98.84% specificity, a PPV of 98.91%, a NPV of 96.59%, and 97.78% accuracy. CT-MCCE detected lesions in the duodenal bulb with 100% sensitivity, 100% specificity, a PPV of 100%, a NPV of 100%, and 100% accuracy. There were no significant differences between CT-MCCE and EGD regarding the cleanliness of the upper GI tract and visibility of the upper GI mucosa. However, CT-MCCE was associated with a lower incidence of discomfort than EGD (P<0.001).
    CONCLUSIONS: The diagnostic performance of CT-MCCE is comparable to that of EGD in the completion of upper GI tract examinations and lesion detection. Furthermore, the improved tolerance of CT-MCCE in detecting upper GI diseases was noted without any observed adverse events.
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  • 文章类型: Journal Article
    背景:传统膝关节磁共振成像诊断前交叉韧带撕裂的准确性,尤其是局部的眼泪,相对较低,可能导致误诊和漏诊。本研究旨在评估一种新型成像方法的诊断性能,最佳屈膝角度的高分辨率斜冠状MRI,ACL的眼泪。
    方法:用扫描辅助装置扫描50名健康志愿者,以获得最佳的ACL屈曲角度。对于严格按照纳入和排除标准选择的92例膝关节外伤患者,进行常规膝关节扩展扫描(对照组)和基于最佳屈膝角度的高分辨率斜冠状扫描(实验组).两名观察者以5分制对ACL可见性进行了盲目评估。关节镜定义的结果确定了每种方法的诊断指标和灵敏度,特异性,正预测值,计算阴性预测值和准确性.
    结果:健康志愿者的平均最佳屈曲角度约为30°(30.3°±5.0°)。成像显示实验组96.7%的图像完全可视化ACL,对照组为12.0%。实验组的诊断指标超过对照组:灵敏度(94.9%vs.76.3%),特异性(97.0%vs.81.8%),阳性预测值(98.2%vs.88.2%),阴性预测值(91.4%与65.9%),和准确性(95.7%与78.3%)。ROC分析显示实验组的诊断性能优越,AUC为0.945,对照组为0.776(p<0.0001)。
    结论:与常规技术相比,在最佳30°屈膝角度下的高分辨率斜冠状成像改善了ACL的可视化和诊断性能。
    BACKGROUND: The accuracy of traditional knee MR imaging in diagnosing anterior cruciate ligament tears, especially partial tears, is relatively low, which may lead to misdiagnosis and missed diagnosis. This study aimed to assess the diagnostic performance of a novel imaging method, high-resolution oblique coronal MRI at an optimal flexed-knee Angle, for ACL tears.
    METHODS: 50 healthy volunteers were scanned with a scan-assisted device for the optimal flexion angle of ACL. For 92 knee trauma patients selected strictly according to inclusion and exclusion criteria, conventional extended-knee scans (control group) and high-resolution oblique coronal scans based on the optimal flexed-knee angle (experimental group) were conducted. Two observers rated ACL visibility blindly on a 5-point scale. Arthroscopy-defined outcomes determined diagnostic metrics for each method and sensitivity, specificity, positive predictive value, negative predictive value and accuracy were calculated.
    RESULTS: The average optimal flexion angle for healthy volunteers was approximately 30° (30.3° ± 5.0°). Imaging demonstrated complete visualization of the ACL in 96.7% of images in the experimental group versus 12.0% in the control group. The diagnostic indicators of the experimental group surpassed those of the control group: sensitivity (94.9% vs. 76.3%), specificity (97.0% vs. 81.8%), positive predictive value (98.2% vs. 88.2%), negative predictive value(91.4% vs. 65.9%), and accuracy (95.7% vs. 78.3%). ROC analysis indicated superior diagnostic performance in the experimental group, with an AUC of 0.945 compared with 0.776 for the control group (p < 0.0001).
    CONCLUSIONS: High-resolution oblique coronal imaging at the optimal 30° flexed-knee angle improved ACL visualization and diagnostic performance compared with conventional techniques.
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  • 文章类型: Journal Article
    宫颈上皮内瘤变(CIN)中与单个和多个人乳头瘤病毒(HPV)感染相关的风险仍不确定。本研究旨在探讨高危型HPV(hr-HPV)感染数量在检测CIN中的分布及诊断意义,解决我们理解中的一个关键差距。这个全面的多中心,回顾性研究仔细分析了单个和多个hr-HPV的分布,CIN2+的风险,与CIN的关系,以及使用人口统计信息对阴道镜诊断性能的影响,临床病史,和组织样本.单一感染的组成主要是HPV16、52、58、18和51,而HPV16和33被确定为CIN2的主要原因。双重感染的主要病例主要在HPV16/18,HPV16/52和HPV16/58等组合中观察到,而HPV16/33被确定为CIN2的主要原因。hr-HPV感染的发生率与CIN的风险呈剂量-反应关系(趋势p<0.001)。与单一hr-HPV相比,多重hr-HPV感染与CIN1风险增加相关(1.44,95%置信区间[CI]:1.20-1.72),CIN2(1.70,95%CI:1.38-2.09),和CIN3(1.08,95%CI:0.86-1.37)。单个hr-HPV(93.4,95%CI:92.4-94.4)和多个hr-HPV(92.9,95%CI:90.8-94.6)的基于阴道镜的特异性显着低于阴性(97.9,95%CI:97.0-98.5)在检测高度鳞状上皮内病变或更差(HSIL)方面。然而,单一hr-HPV(73.5,95%CI:70.8-76.0)和多重hr-HPV(71.8,95%CI:67.0-76.2)检测HSIL+的敏感性高于阴性(62.0,95%CI:51.0-71.9).我们发现,与单一感染相比,多种hr-HPV感染增加了发展CIN病变的风险。用于HSIL+检测的阴道镜对hr-HPV感染显示出高灵敏度和低特异性。除HPV16外,本研讨还发明HPV33是一个主要的致病基因型。
    The risk associated with single and multiple human papillomavirus (HPV) infections in cervical intraepithelial neoplasia (CIN) remains uncertain. This study aims to explore the distribution and diagnostic significance of the number of high-risk HPV (hr-HPV) infections in detecting CIN, addressing a crucial gap in our understanding. This comprehensive multicenter, retrospective study meticulously analyzed the distribution of single and multiple hr-HPV, the risk of CIN2+, the relationship with CIN, and the impact on the diagnostic performance of colposcopy using demographic information, clinical histories, and tissue samples. The composition of a single infection was predominantly HPV16, 52, 58, 18, and 51, while HPV16 and 33 were identified as the primary causes of CIN2+. The primary instances of dual infection were mainly observed in combinations such as HPV16/18, HPV16/52, and HPV16/58, while HPV16/33 was identified as the primary cause of CIN2+. The incidence of hr-HPV infections shows a dose-response relationship with the risk of CIN (p for trend <0.001). Compared to single hr-HPV, multiple hr-HPV infections were associated with increased risks of CIN1 (1.44, 95% confidence interval [CI]: 1.20-1.72), CIN2 (1.70, 95% CI: 1.38-2.09), and CIN3 (1.08, 95% CI: 0.86-1.37). The colposcopy-based specificity of single hr-HPV (93.4, 95% CI: 92.4-94.4) and multiple hr-HPV (92.9, 95% CI: 90.8-94.6) was significantly lower than negative (97.9, 95% CI: 97.0-98.5) in detecting high-grade squamous intraepithelial lesion or worse (HSIL+). However, the sensitivity of single hr-HPV (73.5, 95% CI: 70.8-76.0) and multiple hr-HPV (71.8, 95% CI: 67.0-76.2) was higher than negative (62.0, 95% CI: 51.0-71.9) in detecting HSIL+. We found that multiple hr-HPV infections increase the risk of developing CIN lesions compared to a single infection. Colposcopy for HSIL+ detection showed high sensitivity and low specificity for hr-HPV infection. Apart from HPV16, this study also found that HPV33 is a major pathogenic genotype.
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  • 文章类型: Journal Article
    目的:评估基于深度学习重建(DLR)的加速直肠磁共振成像(MRI)与标准MRI的比较。
    方法:在2022年11月至2023年5月期间在单个中心进行活检证实的直肠腺癌患者被前瞻性纳入标准快速自旋回波(FSEstandard)和基于DLR的FSE(FSEDL)序列之间的个体内比较。在所有患者中评估治疗前MRI的定量和定性图像质量指标;T分期的诊断性能和评估时间,N-staging,壁外血管侵犯(EMVI),在接受根治性手术的患者中,进一步分析了直肠系膜筋膜(MRF)状态,以组织病理学结果为诊断金标准。
    结果:共纳入117例患者,有60名患者接受根治性手术。FSEDL比FSEstandard减少了65%的采集时间。FSEDL表现出更高的信噪比,对比噪声比,和主观得分(噪音,肿瘤边缘清晰度,肠壁分层和MRF的可视化,整体图像质量,和诊断置信度)比FSE标准(p<0.001)。在FSEDL中观察到没有解痉挛的患者的伪影减少(p<0.05)。FSEDL为初级读者提供了比FSEstandard更高的T分期准确性(读者1,58.33%vs70.00%,p=0.016;读取器3,60.00%对76.67%,p=0.021),具有类似的N-staging,EMVI,和MRF性能。对于资深读者,没有观察到显着差异。FSEDL在所有读者T分期和总体评估中显示出更短的诊断时间,和初级读者“EMVI和MRF”(p<0.05)。
    结论:FSEDL提供了改善的图像质量,阅读时间,和初级放射科医生的T分期准确性比FSEstandard高,同时减少65%的收购时间。
    结论:DLR在临床上适用于直肠MRI,以更短的扫描时间提供更高的图像质量,这可以减轻考试负担。它有利于诊断优化,以提高初级放射科医生的T分期准确性和阅读时间。
    结论:直肠癌发病率的上升要求提高影像学检查的效率和质量。FSEDL表现出优异的图像质量并且具有减少65%的采集时间。FSEDL可以提高T分期的诊断准确性,减少评估直肠癌的阅读时间。
    OBJECTIVE: To evaluate deep learning reconstruction (DLR)-based accelerated rectal magnetic resonance imaging (MRI) compared with standard MRI.
    METHODS: Patients with biopsy-confirmed rectal adenocarcinoma between November/2022 and May/2023 in a single centre were prospectively enrolled for an intra-individual comparison between standard fast spin-echo (FSEstandard) and DLR-based FSE (FSEDL) sequences. Quantitative and qualitative image quality metrics of the pre-therapeutic MRIs were evaluated in all patients; diagnostic performance and evaluating time for T-staging, N-staging, extramural vascular invasion (EMVI), and mesorectal fascia (MRF) status was further analysed in patients undergoing curative surgery, with histopathologic results as the diagnostic gold standard.
    RESULTS: A total of 117 patients were enrolled, with 60 patients undergoing curative surgery. FSEDL reduced the acquisition time by 65% than FSEstandard. FSEDL exhibited higher signal-to-noise ratios, contrast-to-noise ratio, and subjective scores (noise, tumour margin clarity, visualisation of bowel wall layering and MRF, overall image quality, and diagnostic confidence) than FSEstandard (p < 0.001). Reduced artefacts were observed in FSEDL for patients without spasmolytics (p < 0.05). FSEDL provided higher T-staging accuracy by junior readers than FSEstandard (reader 1, 58.33% vs 70.00%, p = 0.016; reader 3, 60.00% vs 76.67%, p = 0.021), with similar N-staging, EMVI, and MRF performance. No significant difference was observed for senior readers. FSEDL exhibited shorter diagnostic time in all readers\' T-staging and overall evaluation, and junior readers\' EMVI and MRF (p < 0.05).
    CONCLUSIONS: FSEDL provided improved image quality, reading time, and junior radiologists\' T-staging accuracy than FSEstandard, while reducing the acquisition time by 65%.
    CONCLUSIONS: DLR is clinically applicable for rectal MRI, providing improved image quality with shorter scanning time, which may ease the examination burden. It is beneficial for diagnostic optimisation in improving junior radiologists\' T-staging accuracy and reading time.
    CONCLUSIONS: The rising incidence of rectal cancer has demanded enhanced efficiency and quality in imaging examinations. FSEDL demonstrated superior image quality and had a 65% reduced acquisition time. FSEDL can improve the diagnostic accuracy of T-staging and reduce the reading time for assessing rectal cancer.
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  • 文章类型: Journal Article
    背景:肝纤维化的评估在慢性乙型肝炎(CHB)的诊断和监测中起着重要作用。我们旨在探讨血清N-聚糖标志物在肝纤维化中的价值。
    方法:这项多中心(33家医院)研究招募了760名接受肝活检的初治CHB患者。通过DNA测序仪辅助荧光团辅助毛细管电泳(DSA-FACE)技术分析血清N-聚糖标记。首先,我们探讨了12种血清N-聚糖标志物与纤维化分期之间的关系。然后,我们使用LASSO回归建立了诊断显著纤维化的Px评分.接下来,我们比较了Px之间的诊断性能,LSM,APRI,FIB-4最后,我们通过RNA转录组测序探索糖基转移酶基因与肝纤维化之间的关系。
    结果:我们包括622CHB参与者:男性为主(69.6%);中位年龄42.0(IQR34.0-50.0);287ALT正常;73.0%与显着纤维化。P5(NA2),P8(NA3),和P10(NA4)与纤维化程度相反,而其他情况(P0[NGA2]除外)随纤维化程度增加。七个配置文件(P1[NGA2F],P2[NGA2FB],P3[NG1A2F],P4[NG1A2F],P7[NA2FB],P8[NA3],和P9[NA3Fb])选择进入Px评分。Px评分与显著纤维化风险增加相关(Px评分增加,在全校正广义线性模型中,显著纤维化的风险增加了3.54倍(OR=4.54[2.63-7.82]).趋势p<0.001。Px评分的诊断性能优于其他。糖基转移酶基因在肝纤维化中过度表达,糖基化和糖基转移酶相关通路显著富集。
    结论:血清N-聚糖标志物与肝纤维化呈正相关。Px评分在鉴别显著纤维化方面表现良好。
    BACKGROUND: Evaluation of liver fibrosis played a monumental role in the diagnosis and monitoring of chronic hepatitis B (CHB). We aimed to explore the value of serum N-glycan markers in liver fibrosis.
    METHODS: This multi-center (33 hospitals) study recruited 760 treatment-naïve CHB patients who underwent liver biopsy. Serum N-glycan markers were analyzed by DNA sequencer-assisted fluorophore-assisted with capillary electrophoresis (DSA-FACE) technology. First, we explore the relationship between 12 serum N-glycan markers and the fibrosis stage. Then, we developed a Px score for diagnosing significant fibrosis using the LASSO regression. Next, we compared the diagnostic performances between Px, LSM, APRI, and FIB-4. Finally, we explored the relationships between glycosyltransferase gene and liver fibrosis with RNA-transcriptome sequencing.
    RESULTS: We included 622 CHB participants: male-dominated (69.6%); median age 42.0 (IQR 34.0-50.0); 287 with normal ALT; 73.0% with significant fibrosis. P5(NA2), P8(NA3), and P10(NA4) were opposite to the degree of fibrosis, while other profiles (except for P0[NGA2]) increased with the degree of fibrosis. Seven profiles (P1[NGA2F], P2[NGA2FB], P3[NG1A2F], P4[NG1A2F], P7[NA2FB], P8[NA3], and P9[NA3Fb]) were selected into Px score. Px score was associated with an increased risk of significant fibrosis (for per Px score increase, the risk of significant fibrosis was increased by 3.54 times (OR = 4.54 [2.63-7.82]) in the fully-adjusted generalized linear model. p for trend was <0.001. The diagnostic performance of the Px score was superior to others. Glycosyltransferase genes were overexpressed in liver fibrosis, and glycosylation and glycosyltransferase-related pathways were significantly enriched.
    CONCLUSIONS: Serum N-glycan markers were positively correlated with liver fibrosis. Px score had good performance in distinguishing significant fibrosis.
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  • 文章类型: Journal Article
    这项研究的目的是半定量评估PET/CT代谢参数在区分良性或恶性心脏或心包肿块中的诊断性能。招募了41例接受18F-FDGPET/CT检查的新诊断的心脏/心包肿块患者。PET/CT代谢参数包括最大标准化摄取值(SUVmax),平均标准化摄取值(SUVmean),总病变糖酵解(TLG),肿瘤代谢体积(MTV),测量或计算最大肿瘤-纵隔背景比(TMR)和最大肿瘤-肝脏背景比(TLR),以评估心脏/心包肿块的良性或恶性.与良性心脏/心包病变相比,心脏/心包恶性肿瘤有更高的SUVmax,Suvmean,TLG,MTV,TMR,和TLR。所有这些PET/CT代谢参数在良性或恶性心脏或心包肿块的半定量评估中显示出较高的诊断性能。SUVmean和MTV的诊断准确率最高。因此,PET/CT代谢参数可半定量评价良性或恶性心脏/心包肿块。
    The objective of this study was to evaluate semi-quantitatively the diagnostic performance of PET/CT metabolic parameters in differentiating benign or malignant cardiac or pericardial masses. A total of forty-one patients with newly diagnosed cardiac/pericardial masses who underwent 18F-FDG PET/CT were recruited. PET/CT metabolic parameters including the maximum standardized uptake value (SUVmax), mean standardized uptake value (SUVmean), total lesion glycolysis (TLG), tumor metabolic volume (MTV), the maximum tumor-to-mediastinal background ratio (TMR) and the maximum tumor-to-liver background ratio (TLR) is measured or calculated to evaluate the benign or malignant nature of cardiac/pericardial masses. Compared with benign cardiac/pericardial lesions, cardiac/pericardial malignancies had higher SUVmax, SUVmean, TLG, MTV, TMR, and TLR. All these PET/CT metabolic parameters showed high diagnostic performance in semi-quantitative evaluation of benign or malignant cardiac or pericardial masses, and SUVmean and MTV had the highest diagnostic accuracy. Therefore, PET/CT metabolic parameters can semi-quantitatively evaluate the benign or malignant cardiac/pericardial masses.
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  • 文章类型: Journal Article
    目的:研究提高图像质量的潜力,保持观察员间的共识,并通过在3.0T颈椎快速磁共振成像(MRI)图像中实施基于深度学习的重建(DLR)处理来提高疾病诊断效能,与传统图像相比。
    方法:将71名志愿者的3.0T颈椎MRI图像分为两组:无DLR(SagT2w-STIR)和无DLR(SagT2w-STIR-DLR)的矢状T2加权短T1倒置恢复。评估涵盖了文物,感知信噪比,组织界面的清晰度,脂肪抑制,整体图像质量,和脊髓的轮廓,椎骨,光盘,多巴胺,和关节。跨管狭窄,神经椎间孔狭窄,椎间盘突出,环形裂隙,黄韧带或椎骨关节突关节肥大,和椎间盘退变由三个公正的读者进行评估。
    结果:与SagT2w-STIR序列(中位数=3或4)相比,SagT2w-STIR-DLR图像在质量指标(中位数=4或5)方面表现出明显优异的性能(p<0.001)。在诊断和分级方面,两个序列之间没有观察到统计学上的显著差异(p>0.05)。SagT2w-STIR-DLR图像的观察者间一致性(0.604-0.931)高于其他(0.545-0.853),与SagT2w-STIR(0.508-1.000)相比,SagT2w-STIR-DLR(0.747-1.000)显示读取器1和读取器3之间的一致性增加。通过DLR方案,获取时间从364秒减少到197秒。
    结论:我们的研究表明,经过DLR处理的3.0T快速MRI图像具有更高的图像质量,增强诊断性能,与传统序列相比,颈椎MRI的扫描持续时间缩短。
    OBJECTIVE: To investigate potential of enhancing image quality, maintaining interobserver consensus, and elevating disease diagnostic efficacy through the implementation of deep learning-based reconstruction (DLR) processing in 3.0 T cervical spine fast magnetic resonance imaging (MRI) images, compared with conventional images.
    METHODS: The 3.0 T cervical spine MRI images of 71 volunteers were categorized into two groups: sagittal T2-weighted short T1 inversion recovery without DLR (Sag T2w-STIR) and with DLR (Sag T2w-STIR-DLR). The assessment covered artifacts, perceptual signal-to-noise ratio, clearness of tissue interfaces, fat suppression, overall image quality, and the delineation of spinal cord, vertebrae, discs, dopamine, and joints. Spanning canal stenosis, neural foraminal stenosis, herniated discs, annular fissures, hypertrophy of the ligamentum flavum or vertebral facet joints, and intervertebral disc degeneration were evaluated by three impartial readers.
    RESULTS: Sag T2w-STIR-DLR images exhibited markedly superior performance across quality indicators (median = 4 or 5) compared to Sag T2w-STIR sequences (median = 3 or 4) (p < 0.001). No statistically significant differences were observed between the two sequences in terms of diagnosis and grading (p > 0.05). The interobserver agreement for Sag T2w-STIR-DLR images (0.604-0.931) was higher than the other (0.545-0.853), Sag T2w-STIR-DLR (0.747-1.000) demonstrated increased concordance between reader 1 and reader 3 in comparison to Sag T2w-STIR (0.508-1.000). Acquisition time diminished from 364 to 197 s through the DLR scheme.
    CONCLUSIONS: Our investigation establishes that 3.0 T fast MRI images subjected to DLR processing present heightened image quality, bolstered diagnostic performance, and reduced scanning durations for cervical spine MRI compared with conventional sequences.
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  • 文章类型: Journal Article
    背景:肝移植(LT)后肝动脉闭塞(HAO)是一种毁灭性的并发症,导致早期移植物丢失并降低总体生存率。超声是LT术后患者HAO的既定评估方法,尤其是那些复杂的肝动脉重建。
    目的:探讨肝移植术后患者发生HAO的超声特征及相关危险因素。
    方法:回顾性分析2016年11月至2022年7月深圳市第三人民医院收治的400例成人LT患者的超声特征及与HAO相关的临床危险因素。包括14例经手术诊断为急性HAO(A-HAO)的患者和15例诊断为慢性HAO(C-HAO)的患者。采用随机数字表法随机选择同期无HAO并发症患者33例作为对照组。所有患者均接受超声检查。参数包括阻力指数(RI),收缩期峰值速度(PSV),比较各组的门静脉流速(PVV)。此外,收集所有患者的基本临床资料,包括性别,年龄,初步诊断,D-二聚体浓度,总操作时间,冷缺血时间,热缺血时间,术中失血和输血,术中尿量,输液,终末期肝病模型(MELD)评分,以及是否进行了复杂的肝动脉重建。此外,分析了LT术后影响HAO形成的危险因素。
    结果:与非HAO组相比,A-HAO组PVV和RI较高,PSV较低。相反,C-HAO组的PSV和RI均低于非HAO组.与非HAO组相比,A-HAO组进行复杂肝动脉重建的患者比例和闭塞前的γ-谷氨酰转移酶(GGT)水平明显更高。然而,两组D-二聚体无明显差异,MELD得分,闭塞前丙氨酸转氨酶和天冬氨酸转氨酶水平,或术中条件。
    结论:闭塞前肝动脉的超声特征与术后HAO的发展显著相关。此外,复杂的肝动脉重建,定义为需要在供体肝动脉之间进行额外吻合的移植物血运重建,构成A-HAO的风险因素。此外,异常闭塞前GGT升高是重要的生化指标。因此,超声检查是筛查HAO的重要工具,特别是在具有确定的危险因素的患者中。
    BACKGROUND: Hepatic artery occlusion (HAO) after liver transplantation (LT) is a devastating complication, resulting in early graft loss and reduced overall survival. Ultrasound is an established assessment method for HAO in patients following LT, especially those with complex hepatic artery reconstruction.
    OBJECTIVE: To investigate the ultrasound characteristics and analyze the risk factors associated with HAO in patients after LT.
    METHODS: We retrospectively analyzed the ultrasound characteristics and the clinic risk factors associated with HAO in 400 adult LT patients who were enrolled and treated at the Third People\'s Hospital of Shenzhen between November 2016 and July 2022. Fourteen patients diagnosed with acute HAO (A-HAO) by surgery and fifteen diagnosed with chronic HAO (C-HAO) were included. A control group of 33 patients without HAO complications during the same period were randomly selected using a random number table. All patients underwent an ultrasonography examination. Parameters including resistance index (RI), peak systolic velocity (PSV), and portal vein velocity (PVV) were compared across the groups. Additionally, basic clinical data were collected for all patients, including gender, age, primary diagnosis, D-dimer concentration, total operation time, cold ischemia time, hot ischemia time, intraoperative blood loss and transfusion, intraoperative urine volume, infusion, model for end-stage liver disease (MELD) score, and whether complex hepatic artery reconstructions were performed. Furthermore, risk factors influencing HAO formation after LT were analyzed.
    RESULTS: Compared to the non-HAO group, PVV and RI were higher in the A-HAO group, while PSV was lower. Conversely, both PSV and RI were lower in the C-HAO group compared to the non-HAO group. The proportion of patients undergoing complex hepatic artery reconstructions and the gamma-glutamyltransferase (GGT) level before occlusion were significantly higher in the A-HAO group compared to the non-HAO group. However, there were no distinct differences between the two groups in D-dimer, MELD score, pre-occlusion alanine transaminase and aspartate transaminase levels, or intraoperative conditions.
    CONCLUSIONS: Ultrasound features of the hepatic artery before occlusion are significantly associated with postoperative HAO development. Additionally, complex hepatic artery reconstructions, defined as revascularization of the graft requiring additional anastomosis between donor hepatic arteries, constitute a risk factor for A-HAO. Besides, abnormal pre-occlusion GGT elevation is an important biochemical indicator. Therefore, ultrasound examination serves as an important tool for screening HAO, especially in patients with the identified risk factors.
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