peripheral blood lymphocytes

外周血淋巴细胞
  • 文章类型: Journal Article
    在这项研究中,我们使用胞质分裂阻滞微核(CBMN)分析评估了不同人体测量数据和生活方式因素的普通人群外周血淋巴细胞中细胞遗传学损伤的背景频率.在850名健康受试者中分析了CBMN测定参数的背景频率,职业非暴露的男性和女性受试者(平均年龄,38±11年)从2000年至2023年从克罗地亚总人口中收集。整个群体的平均背景值(MNi)为每1000个双核细胞5.3±4.3,而核质桥(NPBs)的平均频率为0.7±1.3,核芽(NBUDs)的平均频率为3.1±3.2。截止值,对应于850个个体值分布的第95个百分位数,是14MNi,3个NPB,9个NBUD我们数据库的结果还显示了所测试的基因组不稳定性参数与年龄和性别以及其他生活方式因素的关联。这些发现强调了在进行生物监测研究时考虑几种人体测量和生活方式因素的重要性。总的来说,此处所达到的正常值和截止值是一般人群的正常值,这些正常值后来可作为克罗地亚或全球进一步人类生物监测研究的基线值.
    In this study, we used the cytokinesis-block micronucleus (CBMN) assay to evaluate the background frequency of cytogenetic damage in peripheral blood lymphocytes of the general population concerning different anthropometric data and lifestyle factors. The background frequency of CBMN assay parameters was analysed in 850 healthy, occupationally non-exposed male and female subjects (average age, 38±11 years) gathered from the general Croatian population from 2000 to 2023. The mean background values for micronuclei (MNi) in the whole population were 5.3±4.3 per 1000 binucleated cells, while the mean frequency of nucleoplasmic bridges (NPBs) was 0.7±1.3 and of nuclear buds (NBUDs) 3.1±3.2. The cut-off value, which corresponds to the 95th percentile of the distribution of 850 individual values, was 14 MNi, 3 NPBs, and 9 NBUDs. Results from our database also showed an association of the tested genomic instability parameters with age and sex but also with other lifestyle factors. These findings underscore the importance of considering several anthropometric and lifestyle factors when conducting biomonitoring studies. Overall, the normal and cut-off values attained here present normal values for the general population that can later serve as baseline values for further human biomonitoring studies either in Croatia or worldwide.
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  • 文章类型: Journal Article
    背景:T淋巴细胞反应失调被认为在慢性肠道炎症(CIE)中起关键作用。
    目的:评估家犬外周和肠道T淋巴细胞亚群的变化,并描述其潜在的免疫和炎症生物标志物。
    方法:16只健康狗和26只狗被诊断为CIE。
    方法:前瞻性病例对照研究使用流式细胞术和从全血细胞计数获得的炎症标志物评估外周和肠道T淋巴细胞。
    结果:患有CIE的狗具有较高的外周活化T辅助(Th)淋巴细胞(87/μL[18-273]CIE,44/μL[16-162]健康对照(HC,P=.013)和调节性T细胞(Treg;108/μL[2-257]CIE,34/μL[1-114]HC,P=.004)。在肠上皮中,CIE犬的Th百分比较低(4.55%[1.75-18.67]CIE,8.77%[3.79-25.03]HC,P=.002),活化的Th细胞(0.16%[0.02-0.83]CIE,0.33%[0.05-0.57]HC,P=0.03)和CD4/CD8比率(0.08[0.02-0.39]CIE,0.21[0.07-0.85]HC,P=.003)。相反,活化的T细胞毒性细胞百分比更高(20.24%[3.12-77.12]CIE,12.32%[1.21-39.22]HC,P=.04)和产生干扰素-γ(IFN-γ)的T淋巴细胞(7.36%[0.63-55.83]CIE,1.44%[0.00-10.56]HC,在上皮内观察到P=0.01)。在固有层中,Treg淋巴细胞的百分比更高(6.02%[1.00-21.48]CIE,3.52%[0.18-10.52]HC,P=.02)。
    结论:在具有CIE的狗中发生了系统和肠道免疫改变,这表明血液中产生IFN-γ的T淋巴细胞和系统免疫炎症指数(SII)可能作为该疾病的生物标志物。
    BACKGROUND: Dysregulated T lymphocyte response is thought to play a key role in chronic intestinal inflammation (CIE).
    OBJECTIVE: To evaluate the presence of changes in peripheral and intestinal T lymphocyte subsets and to describe potential immune and inflammatory biomarkers in dogs with CIE.
    METHODS: Sixteen healthy dogs and 26 dogs were diagnosed with CIE.
    METHODS: Prospective case-control study evaluating peripheral and intestinal T lymphocytes using flow cytometry and inflammatory markers obtained from complete blood cell counts.
    RESULTS: Dogs with CIE had higher peripheral activated T helper (Th) lymphocytes (87/μL [18-273] CIE, 44/μL [16-162] healthy control (HC, P = .013) and regulatory T cells (Treg; 108/μL [2-257] CIE, 34/μL [1-114] HC, P = .004). In the intestinal epithelium, CIE dogs presented lower percentages of Th (4.55% [1.75-18.67] CIE, 8.77% [3.79-25.03] HC, P = .002), activated Th cells (0.16% [0.02-0.83] CIE, 0.33% [0.05-0.57] HC, P = .03) and CD4/CD8 ratio (0.08 [0.02-0.39] CIE, 0.21 [0.07-0.85] HC, P = .003). Conversely, higher percentage of activated T cytotoxic cells (20.24% [3.12-77.12] CIE, 12.32% [1.21-39.22] HC, P = .04) and interferon-gamma (IFN-γ) producing T lymphocytes (7.36% [0.63-55.83] CIE, 1.44% [0.00-10.56] HC, P = .01) within the epithelium was observed. In the lamina propria the percentage of Treg lymphocytes was higher (6.02% [1.00-21.48] CIE, 3.52% [0.18-10.52] HC, P = .02).
    CONCLUSIONS: Systemic and intestinal immune alterations occur in dogs with CIE suggesting that blood IFN-γ producing T lymphocytes and the systemic immune-inflamation index (SII) could potentially serve as biomarkers for the disease.
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  • 文章类型: Journal Article
    外周血淋巴细胞(PBLs),它们在协调免疫系统中起着关键作用,在肝细胞癌(HCC)和肝内胆管癌(ICC)中引起最少关注。原发性肝癌对PBL的影响仍未被探索。在这项研究中,流式细胞术有助于细胞群的量化,而PBLs的转录组是利用10倍单细胞测序技术执行的。此外,相关病例来自GEO数据库。随后利用R(4.2.1)软件进行生物信息学和统计学分析。与良性肝病(BLD)相比,在ICC和HCC中均观察到NK细胞和CD8T细胞计数升高。在多元Cox模型中,NK细胞和CD8+T细胞是无复发生存的独立危险因素。PBLs的单细胞测序揭示了肿瘤来源的CD8+T细胞中TGFβ信号传导的下调。途径富集分析,基于差异表达谱,突出了硒代谢中的畸变。对接受肿瘤切除术的患者的术前和术后外周血样本的蛋白质组学分析显示SELENBP1的显着上调和SEPP1的显着下调。原发性肝癌对PBLs有明确的影响,表现为细胞数量和硒蛋白代谢的改变。
    Peripheral blood lymphocytes (PBLs), which play a pivotal role in orchestrating the immune system, garner minimal attention in hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC). The impact of primary liver cancers on PBLs remains unexplored. In this study, flow cytometry facilitated the quantification of cell populations, while transcriptome of PBLs was executed utilizing 10× single-cell sequencing technology. Additionally, pertinent cases were curated from the GEO database. Subsequent bioinformatics and statistical analyses were conducted utilizing R (4.2.1) software. Elevated counts of NK cells and CD8+ T cells were observed in both ICC and HCC when compared to benign liver disease (BLD). In the multivariate Cox model, NK cells and CD8+ T cells emerged as independent risk factors for recurrence-free survival. Single-cell sequencing of PBLs uncovered the downregulation of TGFβ signaling in tumor-derived CD8+ T cells. Pathway enrichment analysis, based on differential expression profiling, highlighted aberrations in selenium metabolism. Proteomic analysis of preoperative and postoperative peripheral blood samples from patients undergoing tumor resection revealed a significant upregulation of SELENBP1 and a significant downregulation of SEPP1. Primary liver cancer has a definite impact on PBLs, manifested by alterations in cellular quantities and selenoprotein metabolism.
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  • 文章类型: Journal Article
    牛病毒性腹泻病毒(BVDV)在世界范围内流行,并造成重大的经济损失。肠道菌群是一个庞大的微生物群落,具有多种生物学功能。然而,肠道菌群与BVDV感染之间是否存在相关性以及它们之间的关系尚未见报道。这里,我们发现正常小鼠感染BVDV后肠道菌群组成发生变化,但主要是低丰度微生物受到影响。有趣的是,BVDV感染显著降低了肠道菌群的多样性,并改变了肠道菌群的组成。此外,与BVDV感染的正常小鼠相比,十二指肠有更多的病毒载量,空肠,脾,脾和肠道微生物群失调小鼠的肝脏。然而,粪便微生物移植(FMT)逆转了这些影响。上述数据表明,肠道微生物群的生态失调是BVDV高感染率的关键因素。发现通过研究潜在的机制涉及IFN-I信号。还观察到外周血淋巴细胞(PBL)的增殖抑制和凋亡增加。然而,FMT治疗通过调节PI3K/Akt逆转了这些变化,ERK,和Caspase-9/Caspase-3途径。此外,丁酸盐参与BVDV的发病机制也得到进一步证实。我们的研究结果首次表明,肠道菌群是对抗BVDV感染的关键内源性防御机制;靶向调节肠道菌群结构和丰度可能是预防和控制该疾病的新策略。重要提示BVDV的高感染率是否与肠道菌群有关尚未见报道。此外,大多数关于BVDV的研究集中在体外实验,限制了对其防治策略及其致病机制的研究。在这项研究中,基于BVDV感染小鼠模型和肠道菌群失调小鼠模型,我们成功证实了肠道菌群与BVDV感染之间的因果关系以及潜在的分子机制.同时,本研究提供的BVDV易感小鼠模型为进一步研究BVDV的防治策略及其发病机制奠定了重要基础。此外,丁酸的抗病毒作用,产生丁酸的细菌的代谢产物,进一步透露。总的来说,我们的研究结果为治疗这种分布在世界各地的传染病提供了一种有希望的预防和控制策略。
    Bovine viral diarrhea virus (BVDV) is prevalent worldwide and causes significant economic losses. Gut microbiota is a large microbial community and has a variety of biological functions. However, whether there is a correlation between gut microbiota and BVDV infection and what kind of relation between them have not been reported. Here, we found that gut microbiota composition changed in normal mice after infecting with BVDV, but mainly the low abundance microbe was affected. Interestingly, BVDV infection significantly reduced the diversity of gut microbiota and changed its composition in gut microbiota-dysbiosis mice. Furthermore, compared with normal mice of BVDV infection, there were more viral loads in the duodenum, jejunum, spleen, and liver of the gut microbiota-dysbiosis mice. However, feces microbiota transplantation (FMT) reversed these effects. The data above indicated that the dysbiosis of gut microbiota was a key factor in the high infection rate of BVDV. It is found that the IFN-I signal was involved by investigating the underlying mechanisms. The inhibition of the proliferation and increase in the apoptosis of peripheral blood lymphocytes (PBL) were also observed. However, FMT treatment reversed these changes by regulating PI3K/Akt, ERK, and Caspase-9/Caspase-3 pathways. Furthermore, the involvement of butyrate in the pathogenesis of BVDV was also further confirmed. Our results showed for the first time that gut microbiota acts as a key endogenous defense mechanism against BVDV infection; moreover, targeting regulation of gut microbiota structure and abundance may serve as a new strategy to prevent and control the disease.IMPORTANCEWhether the high infection rate of BVDV is related to gut microbiota has not been reported. In addition, most studies on BVDV focus on in vitro experiments, which limits the study of its prevention and control strategy and its pathogenic mechanism. In this study, we successfully confirmed the causal relationship between gut microbiota and BVDV infection as well as the potential molecular mechanism based on a mouse model of BVDV infection and a mouse model of gut microbiota dysbiosis. Meanwhile, a mouse model which is more susceptible to BVDV provided in this study lays an important foundation for further research on prevention and control strategy of BVDV and its pathogenesis. In addition, the antiviral effect of butyrate, the metabolites of butyrate-producing bacteria, has been further revealed. Overall, our findings provide a promising prevention and control strategy to treat this infectious disease which is distributed worldwide.
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  • 文章类型: Journal Article
    背景:在乳腺癌(BC)的背景下,淋巴细胞和临床结果之间的相关性,随着治疗反应,引起了注意。尽管如此,很少有研究探讨不同外周血淋巴细胞(PBL)类型之间的相互作用,免疫属性,以及它们在BC景观中的临床意义。
    方法:本研究的主要目的是仔细检查原发性BC患者PBL亚群的基线状态,跟踪他们在整个治疗过程中的动态变化,并确定它们与预后的关系。采用流式细胞术分析来自74例BC患者队列的PBLs。
    结果:我们的分析显示,与参考值相比,BC患者中Treg和PD-L1+T细胞的基线水平较低。值得注意的是,在接受辅助治疗的患者和接受新辅助治疗(NAT)的患者之间,基线PD-L1+T细胞水平存在差异.此外,对治疗前后PBL亚群的细致评估强调了治疗过程中324+T细胞和CD19+CD32+B细胞的明显变化.引人注目的是,基线时CD4+T细胞水平升高与无事件生存期(EFS)增强(p=0.02)和化疗疗效稳健相关.
    结论:这些结果表明PBLs可以作为评估BC患者免疫状态的重要标志物,和治疗有可能改变患者的免疫谱。此外,外周血CD4+T细胞水平可作为未来BC诊断和预后的生物标志物.
    BACKGROUND: In the context of breast cancer (BC), the correlation between lymphocytes and clinical outcomes, along with treatment response, has garnered attention. Despite this, few investigations have delved into the interplay among distinct peripheral blood lymphocyte (PBL) types, immune attributes, and their clinical implications within the BC landscape.
    METHODS: The primary objective of this study was to scrutinize the baseline status of PBL subsets in patients with primary BC, track their dynamic changes throughout treatment, and ascertain their interrelation with prognosis. Flow cytometry was employed to analyse PBLs from a cohort of 74 BC patients.
    RESULTS: Our analysis revealed that baseline levels of Treg and PD-L1 + T cells were lower in BC patients compared to the reference values. Notably, a disparity in baseline PD-L1 + T cell levels surfaced between patients who underwent adjuvant therapy and those subjected to neoadjuvant therapy (NAT). Furthermore, a meticulous evaluation of PBL subsets before and after treatment underscored discernible alterations in 324 + T cells and CD19 + CD32 + B cells over the course of therapy. Strikingly, heightened CD4 + T cell levels at baseline were linked to enhanced event-free survival (EFS) (p = 0.02) and a robust response to chemotherapy.
    CONCLUSIONS: These results indicate that PBLs may serve as a significant marker to assess the immune status of BC patients, and therapy has the potential to modify patient immune profiles. In addition, peripheral blood CD4 + T cell levels may serve as promising biomarkers for diagnosis and prognosis in future studies of BC.
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  • 文章类型: Journal Article
    根据欧洲塑料贸易协会的说法,2021年全球塑料产量增至3.907亿吨。不幸的是,大多数生产的塑料最终都会成为海洋或陆地上的废物。由于合成塑料不能完全生物降解,它们倾向于在自然环境中持续存在,并由于破碎而转变为微米和纳米塑料颗粒。空气中纳米塑料的存在,水,和食物会导致生态毒理学问题,并导致人类暴露。主要问题之一是它们的基因毒性潜力。因此,这项研究旨在评估内部化率,细胞毒性,聚苯乙烯纳米颗粒(PS-NP)在体外人外周血单个核细胞(PBMC)中的遗传毒性。PS-NP的摄取用流式细胞术光散射分析确认。所测试的纳米颗粒浓度对人类PBMC没有细胞毒性作用,通过溴化乙锭/吖啶橙双重染色技术评估。然而,碱性彗星测定结果表明,暴露于PS-NP24小时后,原发性DNA损伤水平显着增加,呈剂量依赖性。此外,所有测试的PS-NP浓度诱导了大量的微核细胞,也是。这项研究的结果揭示了商业制造的聚苯乙烯纳米粒子的遗传毒性潜力,并强调了对天然存在的塑料纳米粒子进行更多研究的必要性。
    According to the trade association PlasticEurope, global plastics production increased to 390.7 million tons in 2021. Unfortunately, the majority of produced plastics eventually end up as waste in the ocean or on land. Since synthetic plastics are not fully biodegradable, they tend to persist in natural environments and transform into micro- and nanoplastic particles due to fragmentation. The presence of nanoplastics in air, water, and food causes ecotoxicological issues and leads to human exposure. One of the main concerns is their genotoxic potential. Therefore, this study aimed to evaluate the internalization rates, cytotoxicity, and genotoxicity of polystyrene nanoparticles (PS-NPs) in human peripheral blood mononuclear cells (PBMCs) in vitro. The uptake of PS-NPs was confirmed with flow cytometry light scattering analysis. None of the tested nanoparticle concentrations had a cytotoxic effect on human PBMCs, as evaluated by a dual ethidium bromide/acridine orange staining technique. However, an alkaline comet assay results revealed a significant increase in the levels of primary DNA damage after 24 h of exposure to PS-NPs in a dose-dependent manner. Moreover, all tested PS-NPs concentrations induced a significant amount of micronucleated cells, as well. The results of this study revealed the genotoxic potential of commercially manufactured polystyrene nanoparticles and highlighted the need for more studies with naturally occurring plastic NPs.
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  • 文章类型: Case Reports
    在这里,我们描述了一名22岁意大利新发1型糖尿病患者的临床缓解期持续时间异常延长(31个月).疾病诊断后不久,患者接受骨化二醇(也称为25-羟基维生素D3或骨化二醇)治疗,再加上低剂量的基础胰岛素,纠正维生素D缺乏症并利用维生素D的抗炎和免疫调节特性。在随访期间,患者保留了大量残留的β细胞功能,并保持在临床缓解期,胰岛素剂量调整的糖化血红蛋白值<9证明。24个月时,我们检测到外周血细胞特有的免疫调节特征,这可以解释骨化二醇作为胰岛素的附加治疗持续的临床缓解持续时间延长。
    我们描述了一名22岁的意大利男子在诊断为1型糖尿病后不久接受了一种称为骨化二醇的维生素D治疗的情况。这是一种导致胰岛素缺乏和终身需要胰岛素治疗的自身免疫性疾病。服用了骨化二醇,再加上低剂量的胰岛素,纠正维生素D不足并利用维生素D的抗炎特性。在随访期间(31个月),患者意外地继续接受每日一次的胰岛素注射治疗,并维持接近正常的血糖水平.这些发现表明,骨化二醇的给药可能是一种有效的胰岛素附加治疗,目的是降低近期发病的1型糖尿病患者的每日胰岛素需求和改善血糖控制。
    Herein, we describe an unusually prolonged duration (31 months) of the clinical remission phase in a 22-year-old Italian man with new-onset type 1 diabetes. Shortly after the disease diagnosis, the patient was treated with calcifediol (also known as 25-hydroxyvitamin D3 or calcidiol), coupled with low-dose basal insulin, to correct hypovitaminosis D and to exploit the anti-inflammatory and immunomodulatory properties of vitamin D. During the follow-up period, the patient retained a substantial residual β-cell function and remained within the clinical remission phase, as evidenced by an insulin dose-adjusted glycated hemoglobin value <9. At 24 months, we detected a peculiar immunoregulatory profile of peripheral blood cells, which may explain the prolonged duration of the clinical remission sustained by calcifediol as add-on treatment to insulin.
    We describe the case of a 22-year-old Italian man who was treated with a form of vitamin D called calcifediol shortly after the diagnosis of type 1 diabetes, which is an autoimmune condition leading to insulin deficiency and to the lifelong need for insulin therapy. Calcifediol was administered, coupled with low-dose insulin, to correct vitamin D insufficiency and to exploit the anti-inflammatory properties of vitamin D. During the follow-up period (31 months), the patient unexpectedly remained on once-daily insulin injection therapy and maintained near-normal blood glucose levels. These findings suggest that calcifediol administration may represent a valid add-on treatment to insulin, with the aim of reducing daily insulin requirements and improving glucose control in patients with recent-onset type 1 diabetes.
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  • 文章类型: Journal Article
    探讨肾移植后急性排斥反应中外周血淋巴细胞比例的变化以及淋巴细胞中HLAII分子的表达。
    选择了35例接受肾移植的患者。选取18例临床及病理证实为急性排斥反应的患者作为试验组,选择12例无临床急性排斥反应症状的患者作为对照组。流式细胞术分析用于确定外周血淋巴细胞的比例。采用实时荧光定量和免疫印迹法检测外周血淋巴细胞HLAⅡ分子的mRNA和蛋白表达,分别。
    T淋巴细胞的比例,B淋巴细胞,对照组CD4CD8双阳性T细胞为67.48%±5.35%,10.82%±1.26%,和0.88%±0.06%,分别,试验组为87.52%±6.28%,3.36%±0.26%,和0.34%±0.03%,分别存在显著差异。对照组外周血B淋巴细胞HLAII分子的mRNA和蛋白表达明显高于试验组。
    外周血T淋巴细胞的比例,B淋巴细胞,CD4CD8双阳性T细胞,外周血淋巴细胞HLAⅡ分子的表达均可提示急性肾移植排斥反应的发生,这对临床医生在早期判断肾移植急性排斥反应非常有用。
    UNASSIGNED: To investigate the changes in the proportion of peripheral blood lymphocytes and the expression of HLA II molecules in lymphocytes during acute rejection after renal transplantation.
    UNASSIGNED: Thirty-five patients who had undergone renal transplantation were selected. Eighteen patients with clinical and pathological confirmed acute rejection were selected as the test group, and twelve patients without clinical acute rejection symptoms were selected as the control group. Flow cytometry analysis was used to determine the proportion of peripheral blood lymphocytes. The mRNA and protein expression of HLA II molecules on peripheral blood lymphocytes were detected using real-time fluorescence quantification and immunoblotting, respectively.
    UNASSIGNED: The proportion of T lymphocytes, B lymphocytes, and CD4CD8 double positive T cells in the Control Group were 67.48% ± 5.35%, 10.82% ± 1.26%, and 0.88% ± 0.06%, respectively, and in the Test Group were 87.52% ± 6.28%, 3.36% ± 0.26%, and 0.34% ± 0.03%, with a significant difference respectively. The mRNA and protein expressions of HLA II molecules of peripheral blood B lymphocytes in the control group were significantly higher that these in the test group.
    UNASSIGNED: The proportion of peripheral blood T lymphocytes, B lymphocytes, CD4CD8 double positive T cells, and the expression of HLA II molecules of peripheral blood lymphocytes can all indicate the occurrence of acute renal transplantation rejection, which were exceedingly useful to clinicians in judging the acute rejection of renal transplantation in the early stages.
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  • 文章类型: Journal Article
    目的:新辅助治疗(NAT)已被广泛实施,作为改善局部晚期癌症患者治疗效果的基本治疗方法,以减轻肿瘤负担并延长生存期。特别是人类表皮生长受体2阳性和三阴性乳腺癌。外周免疫成分在预测治疗反应中的作用受到了有限的关注。在此,我们确定了NAT管理期间外周免疫指数的动态变化与治疗反应之间的关系。
    方法:收集134例患者NAT前后的外周免疫指数数据。将Logistic回归和机器学习算法应用于特征选择和模型构建过程,分别。
    结果:外周免疫状态,NAT前后CD3+T细胞数量较多,和更多的CD8+T细胞,CD4+T细胞减少,NAT后较少的NK细胞与病理完全反应显着相关(P<0.05)。NAT后NK细胞与NAT前NK细胞比率与NAT反应呈负相关(HR=0.13,P=0.008)。根据逻辑回归的结果,选取14个可靠特征(P<0.05)构建机器学习模型。随机森林模型在10种机器学习模型方法(AUC=0.733)中表现出预测NAT功效的最佳能力。
    结论:显示了几个特异性免疫指标与NAT疗效之间的统计学显著关系。基于外周免疫指数动态变化的随机森林模型在预测NAT功效方面表现出稳健的性能。
    Neoadjuvant therapy (NAT) has been widely implemented as an essential treatment to improve therapeutic efficacy in patients with locally-advanced cancer to reduce tumor burden and prolong survival, particularly for human epidermal growth receptor 2-positive and triple-negative breast cancer. The role of peripheral immune components in predicting therapeutic responses has received limited attention. Herein we determined the relationship between dynamic changes in peripheral immune indices and therapeutic responses during NAT administration.
    Peripheral immune index data were collected from 134 patients before and after NAT. Logistic regression and machine learning algorithms were applied to the feature selection and model construction processes, respectively.
    Peripheral immune status with a greater number of CD3+ T cells before and after NAT, and a greater number of CD8+ T cells, fewer CD4+ T cells, and fewer NK cells after NAT was significantly related to a pathological complete response (P < 0.05). The post-NAT NK cell-to-pre-NAT NK cell ratio was negatively correlated with the response to NAT (HR = 0.13, P = 0.008). Based on the results of logistic regression, 14 reliable features (P < 0.05) were selected to construct the machine learning model. The random forest model exhibited the best power to predict efficacy of NAT among 10 machine learning model approaches (AUC = 0.733).
    Statistically significant relationships between several specific immune indices and the efficacy of NAT were revealed. A random forest model based on dynamic changes in peripheral immune indices showed robust performance in predicting NAT efficacy.
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  • 文章类型: Journal Article
    新辅助化疗(NAC)后病理完全缓解(pCR)有望作为预测乳腺癌患者NAC缓解的重要预后因素。绝对外周血淋巴细胞(PBL)计数已被认为是对NAC反应的独立预测因子。本研究评估了接受NAC治疗的患者pCR与PBL计数变化之间的关系。
    回顾性分析2010年1月至2019年12月期间,共61例经组织学证实的乳腺癌患者接受NAC治疗,然后进行乳房切除术。相关性分析证实了PBL计数和pCR之间的统计学显著关系。在构象相关分析之后,根据受试者工作特征曲线的临界值将患者分为两组,并进行逻辑回归以确定达到pCR的最佳条件.
    共有14例患者(22.9%)达到pCR。与pCR相关的NAC后,大多数PBL计数降低。Logistic回归分析显示PBL的少量降低与pCR相关(P=0.028)。PBL下降的截止值为755×106/L,用于将患者分为高还原组和低还原组。高、低减组pCR率分别为11.43%和38.46%,分别(曲线下面积,0.707;95%置信区间,0.556-0.858;P=0.020)。发现高还原组更难以实现pCR。
    PBL的降低与pCR显著相关。我们的数据支持NAC后PBL的减少可能是预测乳腺癌患者对NAC反应的有用因素。
    UNASSIGNED: Pathologic complete response (pCR) after neoadjuvant chemotherapy (NAC) holds promise as a significant prognostic factor to predict NAC response in breast cancer patients. The absolute peripheral blood lymphocyte (PBL) count has been suggested as an independent predictor of response to NAC. The current study evaluated the relationship between pCR and the change of PBL count in patients treated with NAC.
    UNASSIGNED: A total of 61 patients with histologically confirmed breast cancer treated with NAC followed by mastectomy between January 2010 and December 2019 were analyzed retrospectively. Correlational analyses confirmed a statistically significant relationship between PBL count and pCR. Following conformational correlational analyses, patients were divided into two groups according to cutoff values using the receiver operating characteristics curve and a logistic regression was conducted to determine the optimal conditions for achieving pCR.
    UNASSIGNED: A total of 14 patients (22.9%) achieved pCR. Most PBL counts decreased after NAC relevant to pCR. Logistic regression analysis revealed that a small decrease of PBL was associated with pCR (P=0.028). The cutoff value of PBL decrease was 755×106/L, which was used to divide patients into high and low reduction groups. The pCR rate was 11.43% and 38.46% for the high and low reduction group, respectively (area under the curve, 0.707; 95% confidence interval, 0.556-0.858; P=0.020). The high reduction group was found to have more difficulty achieving pCR.
    UNASSIGNED: The decrease of PBL is significantly associated with pCR. Our data support that the decrease of PBL after NAC may be useful factors in predicting the response to NAC in breast cancer patients.
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