BCR

BCR
  • 文章类型: Journal Article
    背景:用于预测根治性前列腺切除术(RP)后患者将发生生化复发(BCR)的现有模型在磁共振成像(MRI)的预测结果上有所不同。这项研究旨在评估术前前列腺特异性抗原(PSA)水平结合MRI特征在确定根治性前列腺切除术后BCR中的预测价值。
    方法:对2019年1月至2019年12月在我院接受前列腺癌根治术的102例患者进行回顾性分析。根据手术后4年随访期间观察到的结果,将患者分为BCR组(n=52)和非BCR组(n=50).比较两组患者术前PSA水平及MRI表现,分析影响术后BCR的因素。绘制了接收机工作特性曲线,和灵敏度,特异性,计算曲线下面积(AUC)和Youden指数,以观察术前PSA水平和MRI特征对前列腺癌根治术后BCR的预测价值。
    结果:Logistic回归分析显示术前PSA水平,术后Gleason评分,数据系统(前列腺成像报告和数据系统(PI-RADS))评分和临床T分期是前列腺癌根治术后患者BCR的独立危险因素,比值比(OR)大于1。术前PSA水平联合PI-RADS评分的AUC值为0.921,超过术前PSA水平预测的AUC值为0.783、0.822、0.617和0.608,术后Gleason评分,PI-RADS评分和临床T分期,分别。
    结论:前列腺癌根治术患者术后BCR与术前PSA水平相关,术后Gleason评分,PI-RADS评分与临床T分期有关。术前PSA水平与MRI特征相结合可提高术后BCR的预测效率。
    BACKGROUND: Existing models for predicting that biochemical recurrence (BCR) will occur in patients after radical prostatectomy (RP) vary in their predictive results from magnetic resonance imaging (MRI). This study aimed to assess the predictive value of preoperative prostate-specific antigen (PSA) levels combined with MRI features in determining BCR following radical prostatectomy.
    METHODS: A retrospective analysis was conducted on a cohort comprising 102 patients who underwent radical prostatectomy at our hospital between January 2019 and December 2019. On the basis of the outcomes observed during a 4-year follow-up after surgery, the patients were categorised into BCR group (n = 52) and non-BCR group (n = 50). Differences in preoperative PSA levels and MRI characteristics between the two groups were compared, and factors influencing postoperative BCR were analysed. The receiver operating characteristic curve was drawn, and the sensitivity, specificity, area under the curve (AUC) and Youden index were calculated to observe the predictive value of the combination of preoperative PSA level and MRI features for BCR following radical prostatectomy.
    RESULTS: Logistic regression analysis showed that preoperative PSA level, postoperative Gleason score, data system (Prostate Imaging-Reporting and Data System (PI-RADS)) score and clinical T stage were independent risk factors for BCR in patients following radical prostatectomy, with odds ratio (OR) greater than 1. The AUC value of preoperative PSA level combined with PI-RADS score was 0.921, surpassing the AUC values of 0.783, 0.822, 0.617 and 0.608 predicted by preoperative PSA level, postoperative Gleason score, PI-RADS score and clinical T stage alone, respectively.
    CONCLUSIONS: Postoperative BCR in patients with prostate cancer undergoing radical prostatectomy is associated with preoperative PSA level, postoperative Gleason score, PI-RADS score and clinical T stage. The combination of preoperative PSA level and MRI features can improve the predictive efficiency for postoperative BCR.
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  • 文章类型: Journal Article
    自身免疫性疾病(AIDs)是免疫系统疾病,身体对自身抗原表现出免疫反应,对自身组织和器官造成损害.AIDs的发病机制尚未完全了解。然而,免疫库测序(IR-seq)技术的最新进展为研究IR开辟了一条新途径。这些研究揭示了IR改变的患病率,可能通过破坏免疫耐受来诱导AIDs,从而有助于我们对AIDs的理解。IR-seq具有临床诊断的巨大潜力,个性化治疗,和艾滋病的预后。本文就IR-seq在疾病中的应用及进展作一综述。比如多发性硬化症,系统性红斑狼疮,类风湿性关节炎,和1型糖尿病,提高对AIDs发病机制的认识,为AIDs的诊断和治疗提供有价值的参考。
    Autoimmune diseases (AIDs) are immune system disorders where the body exhibits an immune response to its own antigens, causing damage to its own tissues and organs. The pathogenesis of AIDs is incompletely understood. However, recent advances in immune repertoire sequencing (IR-seq) technology have opened-up a new avenue to study the IR. These studies have revealed the prevalence in IR alterations, potentially inducing AIDs by disrupting immune tolerance and thereby contributing to our comprehension of AIDs. IR-seq harbors significant potential for the clinical diagnosis, personalized treatment, and prognosis of AIDs. This article reviews the application and progress of IR-seq in diseases, such as multiple sclerosis, systemic lupus erythematosus, rheumatoid arthritis, and type 1 diabetes, to enhance our understanding of the pathogenesis of AIDs and offer valuable references for the diagnosis and treatment of AIDs.
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  • 文章类型: Journal Article
    钼(Mo)对土壤的污染在世界范围内引起了越来越多的关注。富里酸(FA)和腐殖酸(HA)都具有许多积极的性质,如大的比表面积和微孔结构,有利于重金属在土壤中的固定。尽管有这些特点,关于FA和HA的微生物学效应的研究很少。因此,本研究旨在评估FA和HA的Mo固定作用,以及钼污染土壤中微生物群落的相关变化(施用量为0%,0.5%和1.0%)。培养结果表明,土壤pH值下降(从8.23~8.94下降到8.05~8.77)。重要的是,FA和HA均降低了土壤中Mo的可交换分数和可还原分数,从而将Mo转化为更稳定的形式。此外,FA和HA的应用导致放线菌和Firmicutes的相对丰度增加,导致微生物群落结构的改变。然而,值得注意的是,由于FA和HA的结构和性质不同,这些结果并不完全一致.总之,FA和HA在土壤中的老化增强了其固定Mo作为土壤改良剂的能力。这表明它们有可能作为修复Mo污染土壤的有效改良剂。
    Contamination of soils by Molybdenum (Mo) has raised increasing concern worldwide. Both fulvic acid (FA) and humic acid (HA) possess numerous positive properties, such as large specific surface areas and microporous structure that facilitates the immobilization of the heavy metal in soils. Despite these characteristics, there have been few studies on the microbiology effects of FA and HA. Therefore, this study aimed to assess the Mo immobilization effects of FA and HA, as well as the associated changes in microbial community in Mo-contaminated soils (with application rates of 0%, 0.5% and 1.0%). The result of the incubation demonstrated a decrease in soil pH (from 8.23 ~ 8.94 to 8.05 ~ 8.77). Importantly, both FA and HA reduced the exchangeable fraction and reducible fraction of Mo in the soil, thereby transforming Mo into a more stable form. Furthermore, the application of FA and HA led to an increase in the relative abundance of Actinobacteriota and Firmicutes, resulting in alterations to the microbial community structure. However, it is worth noting that due to the differing structures and properties of FA and HA, these outcomes were not entirely consistent. In summary, the aging of FA and HA in soil enhanced their capacity to immobilization Mo as a soil amendment. This suggests that they have the potential to serve as effective amendments for the remediation of Mo-contaminated soils.
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  • 文章类型: Journal Article
    背景:原发性干燥综合征(pSS)是一种复杂的自身免疫性疾病,以唾液腺和泪腺受损为特征,具有跨多个器官表现的可能性。产生抗体的B细胞长期以来一直被认为在pSS发病机制中起着重要作用,已经鉴定出许多自身反应性抗体在pSS患者中升高。虽然一些研究试图表征pSS患者外周血B细胞的BCR库,关于腺体浸润性B细胞的库特征仍然未知。
    方法:通过配对的scRNAseq和scBCRseq,我们在一小组患者中对浸润和循环B细胞的BCR谱进行了分析.我们进一步利用受体重建分析来进一步研究先前通过RNAseq分析的更广泛的pSS患者队列中的库特征。
    结果:通过B细胞克隆的整合BCR和转录组分析,我们生成pSS中渗透记忆B细胞的轨迹进展模式。我们观察到pSS患者外周血和唇腺B细胞之间的BCR谱系在相对扩增方面的显着差异,同种型用法,和BCR聚类。我们进一步观察到pSS患者唇和腮腺B细胞中IgA2同种型使用的显着减少,这些分析相对于对照,以及κ/λ轻链使用与临床疾病活动之间的正相关。
    结论:通过对pSS患者唾液腺的BCR库分析,我们确定了许多新的组库特征,这些特征可作为临床疾病和疾病活动的有用指标.通过将这些BCR目录收集到一个可访问的数据库中,我们希望还能够对pSS和潜在的其他自身免疫性疾病患者进行比较分析.
    BACKGROUND: Primary Sjogren\'s syndrome (pSS) is a complex autoimmune disease featuring damage to salivary and lacrimal glands, with the possibility of manifestations across multiple organs. Antibody-producing B cells have long been appreciated to play a significant role in pSS pathogenesis, with a number of autoreactive antibody species having been identified to be elevated in pSS patients. While several studies have attempted to characterize the BCR repertoires of peripheral blood B cells in pSS patients, much remains unknown about the repertoire characteristics of gland-infiltrating B cells.
    METHODS: Through paired scRNAseq and scBCRseq, we profiled the BCR repertoires of both infiltrating and circulating B cells in a small cohort of patients. We further utilize receptor reconstruction analyses to further investigate repertoire characteristics in a wider cohort of pSS patients previously profiled through RNAseq.
    RESULTS: Via integrated BCR and transcriptome analysis of B cell clones, we generate a trajectory progression pattern for infiltrated memory B cells in pSS. We observe significant differences in BCR repertoires between the peripheral blood and labial gland B cells of pSS patients in terms of relative expansion, isotype usage, and BCR clustering. We further observe significant decreases in IgA2 isotype usage among pSS patient labial and parotid gland B cells these analyses relative to controls as well as a positive correlation between kappa/lambda light chain usage and clinical disease activity.
    CONCLUSIONS: Through BCR repertoire analysis of pSS patient salivary glands, we identify a number of novel repertoire characteristics that may serve as useful indicators of clinical disease and disease activity. By collecting these BCR repertoires into an accessible database, we hope to also enable comparative analysis of patient repertoires in pSS and potentially other autoimmune disorders.
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  • 文章类型: Journal Article
    心肌炎已成为一种罕见但致命的免疫检查点抑制剂(ICI)相关毒性。然而,确切的机制和具体的治疗靶点仍未得到充分探索。在这项研究中,我们的目标是基于ICI相关心肌炎的单细胞RNA测序来表征转录组谱.从四组中收集外周血单个核细胞(PBMC)样本进行单细胞RNA测序:(1)治疗前新诊断的肺鳞癌患者(对照组);(2)接受PD-1抑制剂治疗但未发生心肌炎的肺鳞癌患者(PD-1组);(3)暴发性ICI相关心肌炎发作期间的患者(心肌炎组);(ICI缓解期患者)子簇确定,功能分析,scRNA-seq后进行单细胞轨迹和细胞间相互作用分析。进行Bulk-RNA测序用于进一步验证。我们的结果揭示了ICI相关心肌炎中细胞群的多样性,以其独特的转录谱和生物学功能为标志。单核细胞,NK以及B细胞有助于调节ICI相关心肌炎中的先天免疫和炎症。通过对scRNA-seq和批量测序的整合分析,我们将S100A蛋白家族鉴定为ICI相关性心肌炎的潜在血清标志物.我们的研究创建了ICI相关心肌炎期间PBMC的细胞图谱,这将在不断探索中阐明ICI相关心肌炎的病理生理机制和潜在治疗靶点。
    Myocarditis has emerged as a rare but lethal immune checkpoint inhibitor (ICI)-associated toxicity. However, the exact mechanism and the specific therapeutic targets remain underexplored. In this study, we aim to characterise the transcriptomic profiles based on single-cell RNA sequencing from ICI-related myocarditis. Peripheral blood mononuclear cell (PBMC) samples were collected from four groups for single-cell RNA sequencing: (1) patients with newly diagnosed lung squamous cell carcinoma before treatment (Control Group); (2) patients with lung squamous cell carcinoma with PD-1 inhibitor therapy who did not develop myocarditis (PD-1 Group); (3) patients during fulminant ICI-related myocarditis onset (Myocarditis Group); and (4) Patients with fulminant ICI-related myocarditis during disease remission (Recovery Group). Subcluster determination, functional analysis, single-cell trajectory and cell-cell interaction analysis were performed after scRNA-seq. Bulk-RNA sequencing was performed for further validation. Our results revealed the diversity of cellular populations in ICI-related myocarditis, marked by their distinct transcriptional profiles and biological functions. Monocytes, NKs as well as B cells contribute to the regulation of innate immunity and inflammation in ICI-related myocarditis. With integrated analysis of scRNA-seq and bulk sequencing, we identified S100A protein family as a potential serum marker for ICI-related myocarditis. Our study has created a cell atlas of PBMC during ICI-related myocarditis, which would shed light on the pathophysiological mechanism and potential therapeutic targets of ICI-related myocarditis in continuous exploration.
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  • 文章类型: Journal Article
    疫苗的发展,在确保安全和负担能力的同时诱导有效的免疫反应,仍然是一个巨大的挑战。在这项研究中,我们提出了一种重组的“头对尾”二聚体的疫苗模型,以有效刺激B细胞反应。我们还证明了使用该模型通过低成本水稻胚乳表达系统开发副粘病毒疫苗的可行性。晶体结构和小角度X射线散射数据表明,重组后的血凝素-神经氨酸酶(HN)形成了四聚体,并完全暴露了四重受体结合域和中和表位。与原始的HN抗原和三种传统的商业全病毒疫苗相比,重组后的HN促进了关键表位暴露,并引发了更快、更有效的免疫应答.用0.5μg重组抗原(相当于米粒的127分之一)进行两次剂量免疫,用5μg完全保护的鸡免受病毒的致命攻击。这些结果表明,从转基因水稻种子重组HN是安全的,有效,低剂量有用,而且便宜。我们为高效疫苗开发提供了一个植物平台和一个简单的重组模型。
    The development of vaccines, which induce effective immune responses while ensuring safety and affordability, remains a substantial challenge. In this study, we proposed a vaccine model of a restructured \"head-to-tail\" dimer to efficiently stimulate B cell response. We also demonstrate the feasibility of using this model to develop a paramyxovirus vaccine through a low-cost rice endosperm expression system. Crystal structure and small-angle X-ray scattering data showed that the restructured hemagglutinin-neuraminidase (HN) formed tetramers with fully exposed quadruple receptor binding domains and neutralizing epitopes. In comparison with the original HN antigen and three traditional commercial whole virus vaccines, the restructured HN facilitated critical epitope exposure and initiated a faster and more potent immune response. Two-dose immunization with 0.5 μg of the restructured antigen (equivalent to one-127th of a rice grain) and one-dose with 5 μg completely protected chickens against a lethal challenge of the virus. These results demonstrate that the restructured HN from transgenic rice seeds is safe, effective, low-dose useful, and inexpensive. We provide a plant platform and a simple restructured model for highly effective vaccine development.
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  • 文章类型: Journal Article
    铅(Pb)是一种剧毒元素,对人体不是必需的。人类活动和高地质背景造成的铅污染被认为是一个全球性的环境问题。根据中国地球化学基线(CGB)项目,珠江流域在中国30个一级盆地的冲积沉积物中铅含量最高。出于这个原因,确定珠江流域铅的时空变化及其影响因素具有重要意义。在这项研究中,利用1980年代(早期)采集的956个河流沉积物样品和2008-2010年(后期)采集的129个河流沉积物样品,研究了珠江流域河流沉积物中Pb的背景值和时空变化特征。还进行了Pb源解析和生态风险评估。珠江流域河流沉积物中Pb的背景值(36.2mg·kg-1)显著高于中国(22.1mg·kg-1)。母岩决定了沉积物中的Pb背景,高Pb背景区主要包括碳酸盐岩和酸性火山岩。20多年的快速工业化,珠江流域平均铅从43.3增加到68.3mg·kg-1。BCR分析表明,Pb主要存在于可还原相(平均48%)和残渣相(平均42%)中。富集因子和地积累指数表明,晚期沉积物比早期沉积物经历了更多的铅污染。然而,风险评估代码(RAC)表明,后期沉积物中Pb的生态风险较低。两轮数据的因子分析结果差异显著。早期沉积物中的Pb含量与Al2O3和Zr密切相关,而后期沉积物中的铅主要与锌有关,As,Sb,Au和Hg,表明后期样品中Pb的增加主要受人类活动的影响。后期沉积物的Pb同位素组成证实,低Pb含量主要受天然来源控制,而高铅含量受人为来源的显著影响。结合时空变化的结果,化学形态和来源分配表明,某些地区后期沉积物中铅的快速上升可归因于20多年工业化过程中的采矿和冶炼活动。当人为外源Pb进入土壤时,它可以被Fe-Mn(氢)氧化物固定。因此,尽管背景较高,但河流沉积物中铅的生态风险较低。在未来,珠江流域需要加强铅污染控制和修复,以避免与铅相关的潜在生态风险的爆发。
    Lead (Pb) is a highly toxic element and is not essential to the human body. Lead pollution caused by human activities and a high geological background is considered a global environmental issue. According to the China Geochemical Baseline (CGB) project, the Pearl River Basin had the highest Pb content in alluvial sediments of 30 first-level basins in China. For this reason, it is of great significance to determine the temporal and spatial variations in Pb and their influencing factors in the Pearl River Basin. In this study, 956 stream sediment samples collected in the 1980 s (early stage) and 129 river sediment samples collected from 2008 to 2010 (late stage) were used to study the background value and spatial-temporal variation characteristics of Pb in river sediments in the Pearl River Basin. The Pb source apportionment and an ecological risk assessment were also carried out. The background value of Pb (36.2 mg·kg-1) in the river sediments of the Pearl River Basin was significantly higher than that in China (22.1 mg·kg-1). The parent rocks determine the Pb background in sediments and the high Pb background areas mainly comprised carbonate rocks and acid volcanic rocks. Over 20 years of rapid industrialisation, the average Pb increased from 43.3 to 68.3 mg·kg-1 in the Pearl River Basin. The BCR analysis revealed that Pb mainly existed in the reducible phase (48 % on average) and residue phase (42 % on average). The enrichment factor and geo-accumulation index indicated that the late-stage sediments experienced more Pb pollution than the early-stage sediments. However, the risk assessment code (RAC) showed that there was a low ecological risk of Pb in the late-stage sediments. The factor analysis results for the two rounds of data were significantly different. The Pb content in early-stage sediments was closely related to Al2O3 and Zr, while Pb in the late-stage sediments was mainly related to Zn, As, Sb, Au and Hg, indicating that the increase in Pb in the later samples was mainly influenced by human activities. The Pb isotope composition of the late-stage sediments confirmed that low Pb content was mainly controlled by natural sources, while high Pb content was significantly affected by anthropogenic sources. Combining the results of spatial-temporal variation, chemical speciation and source apportionment indicated that the rapid rise of Pb in late-stage sediments in certain areas could be attributed to mining and smelting activities during the process of industrialisation over 20 years. The anthropogenic exogenous Pb could be immobilised by Fe-Mn (hydro)oxides when it entered the soil, so although there was a high background the ecological risk of Pb in river sediments was low. In the future, Pb pollution control and remediation needs to be strengthened in the Pearl River Basin to avoid the outbreak of potential ecological risks linked to Pb.
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  • 文章类型: Journal Article
    高通量测序技术的进步促进了B细胞受体(BCR)库的大规模表征。然而,大量和高度多样性的BCR序列对有效和有生物学意义的分析提出了挑战。这里,我们介绍fastBCR,一种从大量BCR重链序列推断B细胞克隆家族的有效计算方法。我们证明了fastBCR大大减少了运行时间,同时确保了具有不同数量的B细胞谱系和不同突变率的模拟数据集的高精度。我们将fastBCR应用于COVID-19患者外周血样本的真实BCR测序数据,显示推断的克隆家族表现出疾病相关特征,以及相应的抗原结合特异性和亲和力。总的来说,我们的结果证明了fastBCR用于分析BCR库数据的优势,这将有助于疾病相关抗体的鉴定,并提高我们对B细胞免疫反应的理解。
    Advances in high-throughput sequencing technologies have facilitated the large-scale characterization of B cell receptor (BCR) repertoires. However, the vast amount and high diversity of the BCR sequences pose challenges for efficient and biologically meaningful analysis. Here, we introduce fastBCR, an efficient computational approach for inferring B cell clonal families from massive BCR heavy chain sequences. We demonstrate that fastBCR substantially reduces the running time while ensuring high accuracy on simulated datasets with diverse numbers of B cell lineages and varying mutation rates. We apply fastBCR to real BCR sequencing data from peripheral blood samples of COVID-19 patients, showing that the inferred clonal families display disease-associated features, as well as corresponding antigen-binding specificity and affinity. Overall, our results demonstrate the advantages of fastBCR for analyzing BCR repertoire data, which will facilitate the identification of disease-associated antibodies and improve our understanding of the B cell immune response.
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  • 文章类型: Journal Article
    背景:肺动脉高压(PAH)是原发性干燥综合征(pSS)的罕见并发症。一些基因已被证明与pSS和PAH相关。然而,没有专门针对pSS合并PAH的遗传易感性的研究。
    方法:于2019年4月至2021年7月在北京协和医院招募了34例无关的pSS-PAH患者。详细记录了人口统计学和临床数据,收集外周血样本进行全外显子组测序(WES)。进行基因本体论(GO)和京都基因和基因组百科全书(KEGG)途径分析以预测突变基因的功能效应。通过聚合酶链反应(PCR)-Sanger测序确认通过WES鉴定的遗传变体。
    结果:我们在这34例pSS-PAH患者中共鉴定出129个基因的141个致病变异位点,使用WES分析。有风湿性疾病家族史的患者更可能携带FLG突变或携带与氨基酸途径生物合成相关的基因变异(p<0.05)。根据Sanger测序确认和致病性验证,我们完全确定了五种候选致病变异,包括FLGc.12064A>T,BCRc.3275_3278dupCCGG,GIGYF2c.3463C>A,ITKc.1741C>T,和SLC26A4c.919-2A>G
    结论:我们的发现提供了外显子组测序的初步数据,以确定pSS-PAH的易感位点,并丰富了我们对pSS-PAH的遗传病因的理解。候选致病基因可能是该病早期预警的潜在遗传标记。
    Pulmonary arterial hypertension (PAH) is a rare complication of primary Sjögren\'s syndrome (pSS). Several genes have proven to be associated with pSS and PAH. However, there is no study specifically addressing the genetic susceptibility in pSS combined with PAH.
    Thirty-four unrelated patients with pSS-PAH were recruited from April 2019 to July 2021 at Peking Union Medical College Hospital. Demographic and clinical data were recorded in detail, and peripheral blood samples were collected for whole-exome sequencing (WES). Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis were performed to predict the functional effect of mutant genes. Genetic variants identified by WES were confirmed by polymerase chain reaction (PCR)-Sanger sequencing.
    We totally identified 141 pathogenic variant loci of 129 genes in these 34 pSS-PAH patients, using WES analysis. Patients with a family history of rheumatic diseases are more likely to carry FLG mutations or carry gene variations related to the biosynthesis of the amino acids pathway (p < 0.05). According to Sanger sequencing confirmation and pathogenicity validation, we totally identified five candidate pathogenic variants including FLG c.12064A > T, BCR c.3275_3278dupCCGG, GIGYF2 c.3463C > A, ITK c.1741C > T, and SLC26A4 c.919-2A > G.
    Our findings provide preliminary data of exome sequencing to identify susceptibility loci for pSS-PAH and enriched our understanding of the genetic etiology for pSS-PAH. The candidate pathogenic genes may be the potential genetic markers for early warning of this disease.
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  • 文章类型: Journal Article
    背景:新辅助雄激素剥夺治疗(nADT)后前列腺癌(PCa)生化复发(BCR)的预测模型尚未建立。这项研究旨在确定可用于构建列线图以预测PCa的nADT后BCR的多参数变量。
    方法:总的来说,收集了43例接受nADT的PCa患者的前列腺癌根治术标本。通过单变量和多变量逻辑分析来分析多参数变量,以确定预测BCR的独立预后因素。采用Lasso回归分析建立预测模型。
    结果:单变量逻辑分析揭示了六个变量,病理分期;边缘;分类为A组,B,或C;核仁分级;肿瘤受累百分比(PTI);和PTEN状态与PCa的BCR显着相关(均p<0.05)。多因素logistic回归分析表明,分类为C组,严重的核仁分级,PTI小于或等于5%,PTEN缺失与BCR呈正相关(均p<0.05)。构建了一个包含预测BCR的四个变量的列线图,并且表现出良好的辨别(AUC:0.985;特异性:86.2%;灵敏度:100%)。在1年和2年的BCR自由概率的校准图显示了通过列线图进行的预测之间的良好匹配。
    结论:我们构建并验证了列线图来预测nADT后PCa患者的BCR风险。此列线图是对现有PCa风险分层系统的补充,这可能对nADT后PCa患者的临床决策具有显著意义。
    BACKGROUND: A predictive model for biochemical recurrence (BCR) of prostate cancer (PCa) after neoadjuvant androgen deprivation therapy (nADT) has not been established. This study was aimed at determining multiparameter variables that could be used to construct a nomogram to predict the post-nADT BCR of PCa.
    METHODS: Overall, 43 radical prostatectomy specimens from PCa patients who had undergone nADT were collected. Multiparameter variables were analyzed by univariate and then multivariate logistic analyses to identify the independent prognostic factors for predicting BCR. The predictive model was established using Lasso regression analysis.
    RESULTS: Univariate logistic analysis revealed six variables, pathology stage; margins; categorization as group A, B, or C; nucleolus grading; percentage of tumor involvement (PTI); and PTEN status were significantly associated with the BCR of PCa (all p < 0.05). Multivariate logistic regression analysis suggested that categorization as group C, severe nucleolus grading, PTI less than or equal to 5%, and PTEN loss were positively correlated with BCR (all p < 0.05). A nomogram comprising the four variables predicting BCR was constructed, and it exhibited good discrimination (AUC: 0.985; specificity: 86.2%; sensitivity: 100%). Calibration plots for the probability of freedom from BCR at 1 and 2 years showed a good match between the prediction by the nomogram.
    CONCLUSIONS: We constructed and validated a nomogram to predict the risk of BCR in PCa patients after nADT. This nomogram is a complement to the existing risk stratification systems for PCa, which could have marked implications for clinical decision-making for PCa patients after nADT.
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