Immune biomarkers

免疫生物标志物
  • 文章类型: Journal Article
    新辅助化疗(NAC)现已成为局部晚期乳腺癌(BC)患者的标准治疗方法。TIL评分具有预后性,并为NAC后的残留癌症负担评估增加了预测价值。然而,NAC诱导肿瘤的变化,尚未研究NAC后样本中TIL评分的可靠性。H&E-和双重CD3/CD20显色IHC-染色的组织由两名有经验的病理学家对治疗前和治疗后的BC组织进行基质和肿瘤内TIL评分。使用HALO®图像分析软件(版本2.2)进行数字TIL评分。在残留疾病患者中,我们在H&E染色的组织上显示了基质TIL的良好病理学家间相关性(CCC值0.73)。还观察到两种染色方法的评分(CCC0.81)和数字TIL评分(CCC0.77)的良好相关性。然而,完全缓解的患者TIL评分的总体一致性较差。这项研究表明,在NAC治疗后可检测到残留肿瘤的患者中,TIL评分具有良好的可靠性。这与未经治疗的乳腺癌患者的评分相当。基于数字TIL评分观察到的良好一致性,未来开发一个经过验证的算法可能是有利的。
    Neoadjuvant chemotherapy (NAC) is now the standard of care for patients with locally advanced breast cancer (BC). TIL scoring is prognostic and adds predictive value to the residual cancer burden evaluation after NAC. However, NAC induces changes in the tumor, and the reliability of TIL scoring in post-NAC samples has not yet been studied. H&E- and dual CD3/CD20 chromogenic IHC-stained tissues were scored for stromal and intra-tumoral TIL by two experienced pathologists on pre- and post-treatment BC tissues. Digital TIL scoring was performed using the HALO® image analysis software (version 2.2). In patients with residual disease, we show a good inter-pathologist correlation for stromal TIL on H&E-stained tissues (CCC value 0.73). A good correlation for scoring with both staining methods (CCC 0.81) and the digital TIL scoring (CCC 0.77) was also observed. Overall concordance for TIL scoring in patients with a complete response was however poor. This study reveals there is good reliability for TIL scoring in patients with detectable residual tumors after NAC treatment, which is comparable to the scoring of untreated breast cancer patients. Based on the good consistency observed with digital TIL scoring, the development of a validated algorithm in the future might be advantageous.
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  • 文章类型: Journal Article
    预计NEN的发生率会增加。因此,确定新的治疗策略,比如免疫疗法,仍然至关重要。迄今为止,免疫检查点抑制剂作为单一疗法在未选择的NEN中显示出适度的活性。虽然免疫疗法组合(加上另一种免疫剂或化疗,其中)可能比单一药剂更活跃,这一点尚未得到统一确认,即使在高级NENs。正在开发的其他免疫治疗策略包括双特异性抗体,靶向特异性肿瘤抗原,如DLL3和细胞治疗。目前,没有预测性免疫生物标志物可用于指导临床决策.需要开发一种全面的肿瘤分子谱分析方法,以选择可能从免疫治疗中受益的NEN患者。理想情况下,临床试验应纳入这种肿瘤分子谱分析,以确定预测性生物标志物并提高疗效.实现这一目标需要国际合作努力。
    A raise in the incidence of NENs is expected. Therefore, the identification of new therapeutic strategies, such as immunotherapy, remains crucial. To date, immune checkpoint inhibitors as monotherapy have shown modest activity in unselected NENs. Although immunotherapy combos (plus another immune agents or chemotherapy, among others) are potentially more active than single agents, this has not been uniformly confirmed, even in high-grade NENs. Other immunotherapeutic strategies under development include bispecific antibodies, targeting specific tumor antigens like DLL3, and cell therapy. Currently, no predictive immune biomarkers are available to guide clinical decisions. A comprehensive tumor molecular profiling approach needs to be developed for the selection of patients with NEN who could potentially benefit from immunotherapy. Ideally, clinical trials should incorporate this tumor molecular profiling to identify predictive biomarkers and improve efficacy. Achieving this goal requires an international collaborative effort.
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  • 文章类型: Journal Article
    在过去的二十年中,晚期或转移性非小细胞肺癌(NSCLC)患者的一线全身治疗迅速发展。首先,与含铂化疗相比,用于越来越多的功能获得分子靶标的分子靶向治疗已被证明可改善无进展生存期(PFS)和总生存期(OS),并具有良好的毒性,并且可作为一线给予约25%的NSCLC患者的全身治疗。可行的遗传改变包括EGFR,BRAFV600E,和MET外显子14剪接位点敏感突变,以及ALK-,ROS1-,RET-,和NTRK基因融合。其次,程序性细胞死亡蛋白1或其配体1(PD-1/L1)的抑制剂,如pembrolizumab,阿替珠单抗,或cemiplimab单药治疗已成为约25%的NSCLC患者的治疗标准,这些患者的肿瘤具有高PD-L1表达(总比例评分(TPS)≥50%),且无敏感EGFR/ALK改变.最后,对于其余约50%的患者,他们的肿瘤没有或低PD-L1表达(TPS为0-49%),并且没有敏感的EGFR/ALK异常,与单独化疗相比,单独添加PD-1/L1抑制剂或联合添加细胞毒性T淋巴细胞相关蛋白4(CTLA-4)抑制剂的含铂化疗可改善PFS和OS.这篇综述的目的是总结目前对不可切除的NSCLC患者进行一线全身治疗的数据和观点,并提出一种在诊断时实施精确生物标志物测试的实用算法。
    First-line systemic therapy for patients with advanced or metastatic non-small cell lung cancer (NSCLC) has rapidly evolved over the past two decades. First, molecularly targeted therapy for a growing number of gain-of-function molecular targets has been shown to improve progression-free survival (PFS) and overall survival (OS) with favorable toxicity profiles compared to platinum-containing chemotherapy and can be given as first-line systemic therapy in ~25% of patients with NSCLC. Actionable genetic alterations include EGFR, BRAF V600E, and MET exon 14 splicing site-sensitizing mutations, as well as ALK-, ROS1-, RET-, and NTRK-gene fusions. Secondly, inhibitors of programmed cell death protein 1 or its ligand 1 (PD-1/L1) such as pembrolizumab, atezolizumab, or cemiplimab monotherapy have become a standard of care for ~25% of patients with NSCLC whose tumors have high PD-L1 expression (total proportion score (TPS) ≥50%) and no sensitizing EGFR/ALK alterations. Lastly, for the remaining ~50% of patients who are fit and whose tumors have no or low PD-L1 expression (TPS of 0-49%) and no sensitizing EGFR/ALK aberrations, platinum-containing chemotherapy with the addition of a PD-1/L1 inhibitor alone or in combination of a cytotoxic T-lymphocyte-associated protein 4 (CTLA-4) inhibitor improves PFS and OS compared to chemotherapy alone. The objectives of this review are to summarize the current data and perspectives on first-line systemic treatment in patients with unresectable NSCLC and propose a practical algorithm for implementing precision biomarker testing at diagnosis.
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  • 文章类型: Journal Article
    缺血性中风是成年人长期残疾的主要原因,占中风病例的80%。弥散加权成像(DWI)检查是急性缺血性脑卒中的主要检查方法,但近年来,多项研究表明,一些患者在缺血性卒中发病后DWI检查阴性,出现明显的神经功能缺损症状.在这项研究中,我们研究了缺血性卒中后DWI阴性和DWI阳性患者外周血中与免疫代谢相关的潜在生物标志物,并探讨了其在缺血性卒中中可能的调节过程.从GEO数据库下载与缺血性卒中相关的数据集,免疫相关基因和代谢相关基因从ImmPort数据库和MSigDB数据库获得,分别,和免疫相关的差异基因是使用R软件包\"GSVA的算法基于免疫评分获得的。“候选基因是根据交叉点选择的,使用Cytoscape软件中的算法筛选集线器基因,最后,遗传MANIA分析,GSEA富集分析,亚细胞定位,基因转录因子和基因-药物相互作用网络,并对hub基因进行了疾病相关性分析。五个中心基因(GART,TYMS,PPAT,通过PPI网络分析和软件分析获得CTPS1和PAICS)。其中,PPAT和PAICS可能是真正的枢纽基因,具有来自发现和验证集的一致且显着区分的结果。这些hub基因的功能可能与诸如核苷酸生物合成过程的途径有关。构建的hub基因ceRNA网络显示,hsa-10a-5p是本研究中连接PAICS和多个lncRNA的关键miRNA。使用生物信息学分析鉴定DWI阴性和DWI阳性患者IS后与免疫和代谢相关的差异基因。以及它们的通路和相关的TF-RNA,miRNA,并鉴定了lncRNAs。这些基因可能被认为是诊断和治疗缺血性中风的有效靶标。
    Ischemic stroke is the leading cause of long-term disability in adults, accounting for 80% of stroke cases. Diffusion weighted imaging (DWI) examination is the main test for acute ischemic stroke, but in recent years, several studies have shown that some patients show negative DWI examination after the onset of ischemic stroke with symptoms of significant neurological deficits. In this study, we investigated potential biomarkers related to immune metabolism in the peripheral blood of DWI-negative versus DWI-positive patients after ischemic stroke and explored their possible regulatory processes in ischemic stroke. The datasets related to ischemic stroke were downloaded from the GEO database, immune-related genes and metabolism-related genes were obtained from the ImmPort database and MSigDB database, respectively, and immune-related differential genes were obtained based on immune scores using the algorithm of the R software package \"GSVA.\" Candidate genes were selected based on intersections, hub genes were screened using the algorithm in Cytoscape software, and finally, GeneMANIA analysis, GSEA enrichment analysis, subcellular localization, gene transcription factor and gene-drug interaction networks, and disease correlation analyses were performed for the hub genes. Five hub genes (GART, TYMS, PPAT, CTPS1, and PAICS) were obtained by PPI network analysis and software analysis. Among them, PPAT and PAICS may be the real hub genes with consistent and significantly differentiated results from the discovery and validation sets. The functions of these hub genes may be related to pathways such as nucleotide biosynthetic processes. The constructed hub gene ceRNA network showed that hsa-10a-5p is the key miRNA connecting PAICS and multiple lncRNAs in this study. Differential genes related to immunity and metabolism in DWI-negative and DWI-positive patients after IS were identified using bioinformatics analysis, and their pathways and related TF-RNAs, miRNAs, and lncRNAs were identified. These genes may be considered effective targets for the diagnosis and treatment of ischemic stroke.
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  • 文章类型: Journal Article
    背景:间充质上皮转化(MET)酪氨酸激酶受体的突变或扩增会导致非小细胞肺癌(NSCLC)中受体功能失调并刺激肿瘤生长,最常见的突变是MET外显子14(METex14)。我们试图比较MET改变的NSCLC与MET野生型NSCLC的基因组和免疫前景。
    方法:用TempusxT法对18,047例NSCLC肿瘤进行测序。根据MET外显子14(METex14)突变对肿瘤进行分类;低MET扩增定义为拷贝数增加(CNG)6-9,高MET扩增定义为CNG≥10,以及MET其他类型的突变。在MET改变的和MET野生型组中比较了免疫肿瘤学(IO)生物标志物和其他体细胞基因改变的频率。
    结果:276(1.53%)METex14,138(0.76%)高METamp,63(0.35%)低METamp,27(0.15%)其他MET,并鉴定出17,543(97%)MET野生型。包括METex14在内的任何MET突变的患者年龄较大,而METex14患者更常见的是女性和非吸烟者。MET基因在METamp肿瘤中表达最高。MET改变组的PD-L1阳性率高于MET野生型。METex14表现出最低的肿瘤突变负荷(TMB)和最低的新抗原肿瘤负荷(NTB)。METamp的CD4T细胞比例最低,NK细胞比例最高。METex14和METex14之间的共同改变存在显着差异。
    结论:与非METex14NSCLC肿瘤相比,METex14肿瘤在IO生物标志物和躯体景观方面表现出差异。免疫谱的变化可以影响MET改变的NSCLC中的免疫治疗选择,需要进一步探索。
    BACKGROUND: Mutation or amplification of the mesenchymal-epithelial transition (MET) tyrosine kinase receptor causes dysregulation of receptor function and stimulates tumor growth in non-small cell lung cancer (NSCLC) with the most common mutation being MET exon 14 (METex14). We sought to compare the genomic and immune landscape of MET-altered NSCLC with MET wild-type NSCLC.
    METHODS: 18,047 NSCLC tumors were sequenced with Tempus xT assay. Tumors were categorized based on MET exon 14 (METex14) mutations; low MET amplification defined as a copy number gain (CNG) 6-9, high MET amplification defined as CNG ≥ 10, and MET other type mutations. Immuno-oncology (IO) biomarkers and the frequency of other somatic gene alterations were compared across MET-altered and MET wild-type groups.
    RESULTS: 276 (1.53%) METex14, 138 (0.76%) high METamp, 63 (0.35%) low METamp, 27 (0.15%) MET other, and 17,543 (97%) MET wild-type were identified. Patients with any MET mutation including METex14 were older, while patients with METex14 were more frequently female and nonsmokers. MET gene expression was highest in METamp tumors. PD-L1 positivity rates were higher in MET-altered groups than MET wild-type. METex14 exhibited the lowest tumor mutational burden (TMB) and lowest neoantigen tumor burden (NTB). METamp exhibited the lowest proportion of CD4 T cells and the highest proportion of NK cells. There were significant differences in co-alterations between METamp and METex14.
    CONCLUSIONS: METex14 tumors exhibited differences in IO biomarkers and the somatic landscape compared to non-METex14 NSCLC tumors. Variations in immune profiles can affect immunotherapy selection in MET-altered NSCLC and require further exploration.
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  • 文章类型: Journal Article
    在个性化医疗和治疗优化的时代,免疫生物标志物的使用有望用于评估接受确定性治疗的头颈部鳞状细胞癌(HNSCC)患者的预后。
    为了评估免疫生物标志物的预后潜力,我们在肿瘤科对局部区域晚期HNSCC患者进行了一项前瞻性单中心队列研究,俄斯特拉发大学医院,捷克共和国,2020年6月至2023年8月。我们关注程序性死亡配体1(PD-L1)和肿瘤浸润淋巴细胞(TIL)相对于总生存率(OS)和比生存率的表达。生物标志物与生存率之间的关联通过粗风险比和调整后的风险比(cHR,aHR,分别)从Cox比例风险回归获得。
    在中位随访19.7个月的55名患者中,有21例(38.2%)全因死亡和15例(27.3%)癌症相关死亡.总生存率(OS)为61.8%,疾病特异性生存率(DSS)为72.7%。无论分析类型如何(单变量或多变量),均记录了生存率与免疫细胞对肿瘤细胞的PD-L1表达差异≥10%(高PD-L1IC表达)之间的显着关联。此外,证实了OS和复合生物标志物高PD-L1IC表达以及中位数较高的CD8+TIL计数或增加的TIL密度≥30%的相关性更强,如AHR为0.08(95%CI,0.01至0.52)和0.07(95%CI,0.01至0.46)所示,分别。其他特定存活率也证明了类似的结果。
    本研究的早期结果表明,在接受明确放疗和放化疗的HNSCC患者中,涉及复合生物标志物高PD-L1IC表达以及TIL密度增加的强预后因素的效用。
    该研究已在Clinicaltrials.gov.注册。-NCT05941676。
    UNASSIGNED: In the era of personalized medicine and treatment optimization, use of immune biomarkers holds promise for estimating the prognosis of patients with head and neck squamous cell carcinoma (HNSCC) undergoing definitive treatment.
    UNASSIGNED: To evaluate the prognostic potential of immune biomarkers, we conducted a prospective monocentric cohort study with loco-regionally advanced HNSCC patients indicated for definitive radiotherapy/radiochemotherapy at the Department of Oncology, Ostrava University Hospital, Czech Republic, between June 2020 and August 2023. We focused on the expression of programmed death ligand 1 (PD-L1) and tumor-infiltrating lymphocytes (TILs) relative to overall survival (OS) and specific survival rates. Associations between biomarkers and survival rates were assessed by crude and adjusted hazard ratios (cHR, aHR, respectively) obtained from Cox proportional hazards regression.
    UNASSIGNED: Among a total of 55 patients within a median follow-up of 19.7 months, there were 21 (38.2%) all-cause deaths and 15 (27.3%) cancer-related deaths. An overall survival (OS) rate of 61.8% and a disease-specific survival (DSS) rate of 72.7% were recorded. A significant association between survival rates and a ≥10% difference in PD-L1 expression on immune versus tumor cells (high PD-L1IC expression) was documented regardless of the type of analysis (univariate or multivariate). In addition, a stronger association was confirmed for OS and the composite biomarker high PD-L1IC expression along with either median-higher CD8+ TIL count or increased TIL density ≥30%, as indicated by an aHR of 0.08 (95% CI, 0.01 to 0.52) and 0.07 (95% CI, 0.01 to 0.46), respectively. Similar results were demonstrated for other specific survival rates.
    UNASSIGNED: The early outcomes of the present study suggest the utility of a strong prognostic factor involving a composite biomarker high PD-L1IC expression along with increased TIL density in HNSCC patients undergoing definitive radiotherapy and radiochemotherapy.
    UNASSIGNED: The study is registered with Clinicaltrials.gov. - NCT05941676.
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  • 文章类型: Journal Article
    老年癌症患者,尤其是75岁以上的人,与年轻患者相比,临床结局通常较差.这可以归因于与年龄相关的合并症,免疫功能减弱,并降低对治疗相关不良反应的耐受性。在免疫检查点抑制剂(ICI)时代,年龄已成为影响ICI治疗预测性生物标志物发现的影响因素.免疫系统中这些与年龄相关的变化可以影响在癌症反应中起关键作用的肿瘤浸润性免疫细胞(TIIC)的组成和功能。由于年龄相关的免疫衰老,特别是T细胞功能,老年患者可能有较低水平的TIIC浸润。这可能会限制癌症免疫疗法的有效性。此外,与年龄相关的免疫失调会增加免疫细胞的耗竭,以ICI相关生物标志物的失调和对ICI的反应减弱为特征。我们的综述旨在全面了解年龄对ICI相关生物标志物和ICI反应的影响机制。了解这些机制将有助于开发针对患有癌症的老年人的治疗方法。
    Older patients with cancer, particularly those over 75 years of age, often experience poorer clinical outcomes compared to younger patients. This can be attributed to age-related comorbidities, weakened immune function, and reduced tolerance to treatment-related adverse effects. In the immune checkpoint inhibitors (ICI) era, age has emerged as an influential factor impacting the discovery of predictive biomarkers for ICI treatment. These age-linked changes in the immune system can influence the composition and functionality of tumor-infiltrating immune cells (TIICs) that play a crucial role in the cancer response. Older patients may have lower levels of TIICs infiltration due to age-related immune senescence particularly T cell function, which can limit the effectivity of cancer immunotherapies. Furthermore, age-related immune dysregulation increases the exhaustion of immune cells, characterized by the dysregulation of ICI-related biomarkers and a dampened response to ICI. Our review aims to provide a comprehensive understanding of the mechanisms that contribute to the impact of age on ICI-related biomarkers and ICI response. Understanding these mechanisms will facilitate the development of treatment approaches tailored to elderly individuals with cancer.
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  • 文章类型: Journal Article
    据报道,重训练对运动员具有免疫抑制作用,并导致皮质醇对运动的反应减弱。皮质醇增加树突状细胞(DC)的数量,与T细胞相互作用以启动免疫反应的关键抗原呈递细胞。已确定对30分钟循环测试的可重复性皮质醇响应,但基于最大工作速率的百分比。为了确保生理一致性,次最大锚,也就是说,通气阈值(VT1)应规定强度。这项研究旨在评估DC和T细胞对适应性压力测试的可重复性,以评估其在强化训练评估DC功能障碍中的有用性。十二只雄性在VT1以下20%时骑自行车1分钟,在VT1和VO2最大${\\dot{V}}_{{{\\mathrm{O}}}_{\\mathrm{2}}\\max}$,30分钟(20/50),血液样本,运动后和30分钟。重复了两次,相隔2-7天。流式细胞术评估总DCs,浆细胞样DC,髓样DC,总T细胞,T辅助细胞和T细胞毒性细胞。没有发现任何变量的显著试验或交互效应。发现所有变量的时间的显着主要影响;免疫细胞从运动前增加到运动后30分钟减少到基线,除了浆细胞样DC,运动后30分钟保持升高。组内相关系数显示了所有免疫细胞的总体良好到优异的可靠性,最小的实际差异和Bland-Altman分析验证了试验之间的高重现性。这些结果表明,20/50运动试验诱导可重复的DC和T细胞计数变化,which,在一段时间的强化培训前后实施,可能会突出过度训练的负面状态。
    Heavy training has been reported to be immunosuppressive in athletes and lead to blunted cortisol responses to exercise. Cortisol elevates the number of dendritic cells (DCs), key antigen-presenting cells that interact with T cells to initiate an immune response. Reproducible cortisol responses to a 30-min cycle test have been identified but were based on percentage of work rate maximum. To ensure physiological consistency, submaximal anchors, that is, ventilatory threshold (VT1 ) should prescribe intensity. This study aims to assess the reproducibility of the DC and T cell responses to an adapted stress test to assess its usefulness in assessing DC dysfunction with intensified training. Twelve males cycled for 1 min at 20% below VT1 and 4 min at 50% between VT1 and V ̇ O 2 max ${\\dot{V}}_{{{\\mathrm{O}}}_{\\mathrm{2}}\\max }$ , for 30 min (20/50), with blood samples pre-, post- and 30 min post-exercise. This was repeated twice, 2-7 days apart. Flow cytometry assessed total DCs, plasmacytoid DCs, myeloid DCs, total T cells, T helper cells and T cytotoxic cells. No significant trial or interaction effects were found for any variable. A significant main effect of time for all variables was found; immune cells increased from pre- to post-exercise and decreased to baseline 30 min post-exercise, apart from plasmacytoid DCs, which remained elevated 30 min post-exercise. Intraclass correlation coefficients showed overall good-to-excellent reliability for all immune cells, with smallest real difference and Bland-Altman analysis verifying high reproducibility between trials. These results suggest that the 20/50 exercise test induces reproducible DC and T cell count changes, which, implemented before and after a period of intensified training, may highlight the negative states of overtraining.
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  • 文章类型: Journal Article
    复杂生物流体中低丰度蛋白质生物标志物的多重定量对于生物医学研究和临床诊断很重要。然而,不干扰生物系统的原位采样仍然具有挑战性。在这项工作中,我们报告了一种浮力生物传感器,该传感器能够以15分钟的时间分辨率原位监测阿托摩尔浓度的蛋白质分析物。用荧光纳米标记实现的浮力生物传感器能够实现细胞因子的超灵敏和多重检测和定量。以数字方式实现生物传感器(即,计数单个纳米标签)进一步提高了低检测限。我们证明了生物传感器能够检测和定量随时间变化的细胞因子浓度(例如,IL-6和TNF-α)在巨噬细胞培养基中,而不会干扰活细胞。易于应用的具有原子摩尔灵敏度和多路复用能力的生物传感器可以对各种生物流体和组织中的蛋白质生物标志物进行原位分析,以帮助理解生物过程以及诊断和治疗各种疾病。
    Multiplexed quantification of low-abundance protein biomarkers in complex biofluids is important for biomedical research and clinical diagnostics. However, in situ sampling without perturbing biological systems remains challenging. In this work, we report a buoyant biosensor that enables in situ monitoring of protein analytes at attomolar concentrations with a 15 min temporal resolution. The buoyant biosensor implemented with fluorescent nanolabels enabled the ultrasensitive and multiplexed detection and quantification of cytokines. Implementing the biosensor in a digital manner (i.e., counting the individual nanolabels) further improves the low detection limit. We demonstrate that the biosensor enables the detection and quantification of the time-varying concentrations of cytokines (e.g., IL-6 and TNF-α) in macrophage culture media without perturbing the live cells. The easy-to-apply biosensor with attomolar sensitivity and multiplexing capability can enable an in situ analysis of protein biomarkers in various biofluids and tissues to aid in understanding biological processes and diagnosing and treating diverse diseases.
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  • 文章类型: Journal Article
    背景:三阴性乳腺癌(TNBC)是乳腺癌的一种亚型,治疗选择有限,预后不良。本研究旨在基于TNBC中差异表达基因(DEGs)的表达谱来确定潜在的治疗靶标。
    方法:使用Limma包识别TCGA和GEO数据集中的DEG。免疫组织化学(IHC)分析和蛋白质印迹用于确定TNBC组织中ZDHHC9的表达。流式细胞术和组织免疫荧光剖析检测肿瘤组织中浸润的多种免疫细胞分歧水平的ZDHHC9表达。
    结果:通过加权基因共表达网络分析(WGCNA)和单细胞RNA测序(scRNA-seq),将ZDHHC9确定为与ICB治疗耐药相关的关键因素。随后,免疫组织化学(IHC)分析和蛋白质印迹证实,TNBC癌组织中ZDHHC9的表达升高,并且ZDHHC9的表达升高与TNBC患者的低生存率相关。对来自几个公共数据集的数据的分析显示,具有高ZDHHC9表达的患者的Ki-67+乳腺癌细胞比例增加,并且倾向于基底样乳腺癌。此外,体外和体内实验表明,ZDHHC9的高表达可显著预测免疫疗法在TNBC中的疗效和反应性。
    结论:这些发现表明ZDHHC9是指导分类的有价值的标记,TNBC的诊断和预后以及开发特异性靶向治疗。
    BACKGROUND: Triple-negative breast cancer (TNBC) is a subtype of breast cancer with limited treatment options and poor prognosis. This study aimed to identify potential therapeutic targets based on the expression profiles of differentially expressed genes (DEGs) in TNBC.
    METHODS: The Limma package was used to identify DEGs in TCGA and GEO datasets. Immunohistochemical (IHC) analysis and western blotting were used to determine the expression of ZDHHC9 in TNBC tissues. Flow cytometry assay and tissue immunofluorescence analysis were used to detect infiltration of multiple immune cells in tumor tissue at different levels of ZDHHC9 expression.
    RESULTS: ZDHHC9 was identified as a key factor associated with resistance to ICB therapy through weighted gene co-expression network analysis (WGCNA) and single-cell RNA sequencing (scRNA-seq). Subsequently, immunohistochemical (IHC) analysis and western blotting verified that ZDHHC9 expression was elevated in TNBC cancer tissues and that elevated expression of ZDHHC9 was associated with the poor survival of patients with TNBC. Analysis of data from several public datasets revealed that patients with high ZDHHC9 expression had an increased proportion of Ki-67 + breast cancer cells and tended to be basal-like breast cancer. In addition, in vitro and in vivo experiments demonstrated that high expression of ZDHHC9 significantly predicted the efficacy and responsiveness of immunotherapy in TNBC.
    CONCLUSIONS: These findings suggest that ZDHHC9 is a valuable marker for guiding the classification, diagnosis and prognosis of TNBC and developing specific targeted therapies.
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