lymphocytes, tumor-infiltrating

淋巴细胞,肿瘤浸润
  • 文章类型: Journal Article
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  • 文章类型: Case Reports
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  • 文章类型: Journal Article
    广泛的肿瘤内异质性(ITH)被认为是导致治疗失败和肿瘤复发的原因。作为治疗抗性细胞克隆可以存活和扩大。然而,由于对三阴性乳腺癌(TNBC)的单细胞测序研究数量有限,因此对ITH在三阴性乳腺癌(TNBC)中的应用知之甚少.在这项研究中,我们通过评估同一肿瘤内基因表达来源和成像来源的多区域差异来探索TNBC中的ITH。我们从10名TNBC患者获得组织标本,并对每个肿瘤2-4个区域进行RNA测序分析。我们开发了一个新的分析框架来剖析和表征不同类型的变异性:患者之间(肿瘤间异质性),跨区域的患者之间(肿瘤间和区域异质性),在病人内部,区域间(区域肿瘤内异质性)。我们进行了贝叶斯变化点分析,以评估和分类每个患者特征(TNBC和PAM50亚型,免疫,基质,肿瘤计数和肿瘤浸润淋巴细胞)。基因表达特征分为三种类型的变异性:患者之间(108个基因),跨区域的患者之间(183个基因),和患者内部,区域间(778个基因)。基于患者间的基因签名,我们确定了两个不同的绝经状态不同的患者群.对于PAM50分类,观察到显著的肿瘤内分歧,肿瘤细胞计数,和肿瘤浸润性T细胞丰度。检查的其他特征显示了发散和收敛结果的表示。淋巴结分期与发散性肿瘤显著相关。我们的结果显示了TNBC中基因表达和图像来源特征的广泛的肿瘤间异质性和区域ITH。我们的发现还引起了关于基于基因表达的TNBC亚型的关注。未来的研究有必要阐明区域异质性在TNBC中作为治疗抵抗驱动因素的作用。
    Extensive intratumoral heterogeneity (ITH) is believed to contribute to therapeutic failure and tumor recurrence, as treatment-resistant cell clones can survive and expand. However, little is known about ITH in triple-negative breast cancer (TNBC) because of the limited number of single-cell sequencing studies on TNBC. In this study, we explored ITH in TNBC by evaluating gene expression-derived and imaging-derived multi-region differences within the same tumor. We obtained tissue specimens from 10 TNBC patients and conducted RNA sequencing analysis of 2-4 regions per tumor. We developed a novel analysis framework to dissect and characterize different types of variability: between-patients (inter-tumoral heterogeneity), between-patients across regions (inter-tumoral and region heterogeneity), and within-patient, between-regions (regional intratumoral heterogeneity). We performed a Bayesian changepoint analysis to assess and classify regional variability as low (convergent) versus high (divergent) within each patient feature (TNBC and PAM50 subtypes, immune, stroma, tumor counts and tumor infiltrating lymphocytes). Gene expression signatures were categorized into three types of variability: between-patients (108 genes), between-patients across regions (183 genes), and within-patients, between-regions (778 genes). Based on the between-patient gene signature, we identified two distinct patient clusters that differed in menopausal status. Significant intratumoral divergence was observed for PAM50 classification, tumor cell counts, and tumor-infiltrating T cell abundance. Other features examined showed a representation of both divergent and convergent results. Lymph node stage was significantly associated with divergent tumors. Our results show extensive intertumoral heterogeneity and regional ITH in gene expression and image-derived features in TNBC. Our findings also raise concerns regarding gene expression based TNBC subtyping. Future studies are warranted to elucidate the role of regional heterogeneity in TNBC as a driver of treatment resistance.
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    文章类型: Review
    世界卫生组织在其2019年乳腺肿瘤分类中将乳腺皮脂腺癌称为非特殊类型的浸润性乳腺癌(IBC-NST),有皮脂腺图案.文献报道了约30例皮脂腺型IBC-NST。在所有情况下,错配修复蛋白在肿瘤中的表达都是正常的。这里,我们报告了一例IBC-NST,具有皮脂腺模式和高频微卫星不稳定性(MSI-H)。该病例为伴有MSI-H的IBC-NST的散发性皮脂腺模式,与Muir-Torre综合征无关。其组织病理学特征与MSI-H相关的三阴性乳腺癌(TNBC)相似,具有高组织学等级,但没有肿瘤浸润淋巴细胞(TIL)。随访20个月后,肿瘤未复发。
    The World Health Organization in its 2019 Classification of Breast Tumors termed breast sebaceous carcinoma as invasive breast carcinoma of no special type (IBC-NST), with a sebaceous pattern. Approximately 30 cases of IBC-NST with a sebaceous pattern have been reported in the literature, and in all cases the expression of mismatch repair proteins in tumors was normal. Here, we report a case of IBC-NST with a sebaceous pattern and high-frequency microsatellite instability (MSI-H). This case was a sporadic sebaceous pattern of IBC-NST with MSI-H and was unrelated to Muir-Torre syndrome. Its histopathological characteristics were similar to those of MSI-H-associated triple-negative breast carcinoma (TNBC) with a high histological grade but were without tumor-infiltrating lymphocytes (TILs). The tumor did not recur after 20 months of follow-up.
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  • 文章类型: English Abstract
    BACKGROUND: In view of continued development of new oncological approaches, there is a high demand for personalized tumor therapy. However, fast and effective functional platforms for the prediction of individual patient response to drug therapy are largely unavailable. Various promising approaches have already been described for three-dimensional cell culture models, which represent cellular complexity and almost identical structures of the original tumor tissue.
    OBJECTIVE: Based on a case report, we show the capability and results of a novel test system using patient-derived microtumors (PDMs) and autologous tumor-infiltrating lymphocytes (TILs) for the prediction of response to cancer therapy.
    METHODS: We established PDMs and TILs from primary tumor tissue of a renal cell carcinoma metastasis. Using immunohistochemistry and multiplex florescence-activated cell sorting (FACS ) analyses, the PDMs and TILs were characterized regarding to histology and immunophenotype. Tumor-specific cytotoxicity of standard of care and investigational compounds were assessed. The results were compared to the patient\'s individual in vivo response to therapy.
    CONCLUSIONS: The cytotoxicity assay of PDMs and TILs showed a significant therapeutic response (p = 0.0004) to therapy with a programmed cell death protein 1 (PD-1) inhibitor and lenvatinib compared to the control. The in vitro results correlated positively with the in vivo data. In the future, patient-derived models could predict response to cancer therapy and may help to optimize treatment decision-making.
    UNASSIGNED: HINTERGRUND: Die personalisierte Tumortherapie rückt immer mehr in den Fokus onkologischer Behandlungsstrategien. Schnelle und effektive Plattformen zur Vorhersage des individuellen Ansprechens eines Patienten auf eine medikamentöse Tumortherapie sind jedoch weitestgehend nicht verfügbar. Für dreidimensionale (3D-)Zellkulturmodelle wurden bereits verschiedene vielversprechende Ansätze beschrieben, bei denen sich Eigenschaften und Strukturen der Modelle dem des Originaltumors in hohem Maße gleichen.
    UNASSIGNED: Wir zeigen anhand eines Fallberichts exemplarisch die möglichen Potenziale und Ergebnisse eines neuartigen Testsystems unter der Verwendung von patientenabgeleiteten Mikrotumoren (PDMs) und autologen tumorinfiltrierenden Lymphozyten (TILs) auf.
    UNASSIGNED: Aus dem Tumorfrischgewebe einer klarzelligen Nierenzellkarzinommetastase wurden PDMs und TILs isoliert. Es wurden histologische und immunphänotypische Charakterisierungen der PDMs und TILs durchgeführt. Des Weiteren wurde funktionelle In-vitro-Substanztestungen mit typischen Medikamenten/-kombinationen durchgeführt. Die Ergebnisse wurden mit dem In-vivo-Therapieansprechen des Patienten verglichen.
    UNASSIGNED: Im durchgeführten Zytotoxizitätsassay der Nierenzellkarzinommetastasen-PDMs und TILs zeigt sich ein signifikantes Therapieansprechen (p = 0,0004) auf die Therapie mit einem PD-1-Inhibitor („programmed death 1“) und Lenvatinib im Vergleich zur Kontrolle. Die erhobenen Ergebnisse in der Zellkultur korrelierten positiv mit den In-vivo-Daten, welche ebenfalls ein Ansprechen beim Patienten zeigten. Es besteht die Möglichkeit, dass patientenabgeleitete Modellsysteme ein Therapieansprechen vorhersagen könnten und daraus in Zukunft gegebenenfalls auch eine optimierte Therapieentscheidung abgeleitet werden könnte.
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  • 文章类型: Journal Article
    背景:尽管免疫检查点阻断对卵巢癌的疗效有限,来自已完成试验的亚组分析表明,透明细胞癌亚型的疗效可能更优.
    目的:描述接受免疫检查点阻断治疗的卵巢透明细胞癌患者的预后。
    方法:这是一个单一的机构,2016年1月至2021年6月期间,接受程序性细胞死亡蛋白1(PD-1)或程序性死亡配体1(PD-L1)抑制剂联合或不联合细胞毒性T淋巴细胞相关蛋白4(CTLA-4)抑制剂治疗的卵巢透明细胞癌患者的回顾性病例系列.人口统计变量,肿瘤微环境,分子数据,并检查临床结局。治疗失败的时间定义为开始治疗和下一行治疗或死亡之间的天数。
    结果:共分析了16例符合条件的患者。中位治疗持续时间为56天(范围14-574);治疗失败的中位时间为99天(范围27-1568)。停药的原因是88%病例的疾病进展。四名患者(25%)经历了持久的临床获益(治疗失败时间≥180天)。一名患者用联合免疫检查点阻断治疗两次,每次都有完全反应。所有12例接受临床肿瘤-正常分子谱分析的患者都有微卫星稳定的疾病,除了一个,所有的肿瘤突变负担都很低。可从两名具有临床益处的患者的治疗前活检获得的多重免疫荧光分析显示出表达PD-1的丰富的肿瘤浸润淋巴细胞。
    结论:我们的研究提示免疫检查点阻断在卵巢透明细胞癌患者中的潜在作用。识别预测反应的遗传和微环境生物标志物将是指导治疗的关键。
    Although immune checkpoint blockade has demonstrated limited effectiveness against ovarian cancer, subset analyses from completed trials suggest possible superior efficacy in the clear cell carcinoma subtype.
    To describe the outcomes of patients with ovarian clear cell carcinoma treated with immune checkpoint blockade.
    This was a single-institution, retrospective case series of patients with ovarian clear cell carcinoma treated with a programmed cell death protein 1 (PD-1) or programmed death-ligand 1 (PD-L1) inhibitor with or without concomitant cytotoxic T-lymphocyte-associated protein 4 (CTLA-4) inhibition between January 2016 and June 2021. Demographic variables, tumor microenvironment, molecular data, and clinical outcomes were examined. Time to treatment failure was defined as the number of days between start of treatment and next line of treatment or death.
    A total of 16 eligible patients were analyzed. The median treatment duration was 56 days (range 14-574); median time to treatment failure was 99 days (range 27-1568). The reason for discontinuation was disease progression in 88% of cases. Four patients (25%) experienced durable clinical benefit (time to treatment failure ≥180 days). One patient was treated twice with combined immune checkpoint blockade and experienced a complete response each time. All 12 patients who underwent clinical tumor-normal molecular profiling had microsatellite-stable disease, and all but one had low tumor mutation burden. Multiplex immunofluorescence analysis available from pre-treatment biopsies of two patients with clinical benefit demonstrated abundant tumor-infiltrating lymphocytes expressing PD-1.
    Our study suggests a potential role for immune checkpoint blockade in patients with clear cell carcinoma of the ovary. Identification of genetic and microenvironmental biomarkers predictive of response will be key to guide therapy.
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  • 文章类型: Journal Article
    目的:深度学习方法在病理图像分析中表现出众,但是他们需要来自专家病理学家的大量带注释的训练数据。这项研究的目的是最大程度地减少这些分析中的数据注释需求。
    方法:主动学习(AL)是一种用于训练深度学习模型的迭代方法。在我们的背景下,它与肿瘤浸润淋巴细胞(TIL)分类任务一起使用,以最大程度地减少注释。使用TIL应用程序评估了最先进的AL方法,我们提出并评估了一种更有效,更有效的AL获取方法。所提出的方法使用基于成像特征和模型预测不确定性的数据分组来选择有意义的训练样本(图像块)。
    结果:对一组癌组织图像的实验评估表明:(i)与其他方法相比,我们的方法减少了达到给定AUC所需的补片数量。和(Ii)我们的优化(子池)导致AL执行时间提高约2.12倍。
    结论:此策略使用较小的注释需求实现了基于TIL的深度学习分析。我们期望这种方法可以用于在具有更少的训练样本的数字病理学中构建其他分析。
    OBJECTIVE: Deep learning methods have demonstrated remarkable performance in pathology image analysis, but they require a large amount of annotated training data from expert pathologists. The aim of this study is to minimize the data annotation need in these analyses.
    METHODS: Active learning (AL) is an iterative approach to training deep learning models. It was used in our context with a Tumor Infiltrating Lymphocytes (TIL) classification task to minimize annotation. State-of-the-art AL methods were evaluated with the TIL application and we have proposed and evaluated a more efficient and effective AL acquisition method. The proposed method uses data grouping based on imaging features and model prediction uncertainty to select meaningful training samples (image patches).
    RESULTS: An experimental evaluation with a collection of cancer tissue images shows that: (i) Our approach reduces the number of patches required to attain a given AUC as compared to other approaches, and (ii) our optimization (subpooling) leads to AL execution time improvement of about 2.12×.
    CONCLUSIONS: This strategy enabled TIL based deep learning analyses using smaller annotation demand. We expect this approach may be used to build other analyses in digital pathology with fewer training samples.
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  • 文章类型: Case Reports
    放射疗法和免疫疗法的结合提高了通过逃避T细胞介导的免疫监视而发展的恶性肿瘤患者的生存率。免疫检查点抑制剂,如抗程序性细胞死亡蛋白配体1(抗PD-L1)抗体,被用来拯救耗尽的T细胞。同时,树突状细胞(DC)是可以启动T细胞活化的抗原呈递细胞,用于诱导肿瘤特异性免疫应答。然而,上述联合免疫治疗与肿瘤内注射低剂量DC的协同抗肿瘤疗效尚未见报道,潜在的治疗机制需要进一步研究。在这里,我们介绍了一个特殊的病例,牛皮癣患者的皮肤鳞状细胞癌(cSCC)在右腹股沟区,这两种疾病的特点是对立的矛盾,进一步复杂化的治疗和副作用管理工作。为了治疗顽固性SCC而不夸大牛皮癣,我们开发了三联方案治疗(TRT),肿瘤内注射低剂量自体DCs和抗PD-L1联合放疗.注射的DC仅通过白细胞去除术获得,而无需事先施用G-CSF来动员,也无需加载肿瘤抗原来进行扩增。在10周内,患者接受了三种辐射剂量(24、18和18Gy),并进行了三次肿瘤内注射抗PD-L1抗体(40、60和120mg)以及自体DC(80%的DC亚群为CD16髓样DC,约为7.3×104、2.5×106和1.7×107)。尽管可以获得相对低剂量的DC,但TRT的功效在缩小肿瘤块方面令人鼓舞,在FDGPET-Scan上SUVmax显着降低(约42%)。低剂量肿瘤内免疫疗法如预期的那样引起轻微的皮肤副作用。在TRT前和TRT后活检之间比较转录组以分析TRT方案的潜在机械途径。在TRT后活检中鉴定出超过10个高度显著富集的T细胞相关途径(P<0.0001)。此外,在TRT后外周血样本中,先天免疫和适应性免疫的激活显著富集.我们开发了易于获得的TRT,可产生局部抗肿瘤T细胞反应和全身抗肿瘤免疫力,用于治疗cSCC患者。尤其是那些患有自身免疫性疾病的人。
    The combination of radiotherapy and immunotherapy improves the survival rate of patients with malignancies developed through escape from T-cell-mediated immune surveillance. Immune checkpoint inhibitors, such as anti-programmed cell death protein-ligand 1 (anti-PD-L1) antibody, are used to rescue exhausted T cells. Simultaneously, dendritic cells (DCs) which are antigen-presenting cells that can initiate T-cell activation, are used to induce a tumor-specific immune response. However, the synergistic antitumor efficacy of the aforementioned combinational immunotherapy with intratumoral injection of low-dose DCs has not been reported, and the underlying therapeutic mechanism requires further investigation. Herein, we present the special case of a psoriatic patient with cutaneous squamous cell carcinoma (cSCC) in the right inguinal region, these two diseases characterized by opposing contradiction, further complicating treatments and side-effect management efforts. To treat the intractable SCC without exaggerating psoriasis, we developed the triple-regimen therapy (TRT) with the intratumoral injection of low-dose autologous DCs and anti-PD-L1 combined with radiotherapy. The injected DCs were obtained simply through leukapheresis without prior G-CSF administration for mobilization nor tumor-antigen loading for expansion. The patient received three radiation doses (24, 18, and 18 Gy) combined with three intratumoral injections of anti-PD-L1 antibody (40, 60, and 120 mg) plus autologous DCs (80% of the DC subpopulation being CD16+ myeloid DC with approximate amounts of 7.3 × 104, 2.5 × 106, and 1.7 × 107) within 10 weeks. The efficacy of the TRT was encouraging in shrinking tumor mass with remarkable SUVmax reduction (approximately 42%) on FDG PET-Scan despite relatively low-dose DCs were available. The low-dose intratumoral immunotherapy induced mild cutaneous side effects as expected. The transcriptomes were compared between pre-TRT and post-TRT biopsies to analyze underlying mechanical pathways of the TRT protocol. Over 10 highly significantly enriched T-cell-related pathways (P <0.0001) were identified in post-TRT biopsies. In addition, the activation of both innate and adaptive immunity was significantly enriched in post-TRT peripheral blood samples. We develop the easily accessible TRT which produces both local anti-tumor T-cell responses and systemic antitumor immunity for treating cSCC patients, especially for those with autoimmune disease.
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  • 文章类型: Case Reports
    A 56-year-old male was diagnosed with right lung upper lobe squamous cancer with right hilar and mediastinum lymph node metastasis. After four cycles of neoadjuvant immunochemotherapy, reexamination by computed tomography showed progressive disease of the primary lesion. Then, the patient underwent a right lung upper lobectomy, and hilar and mediastinum lymph node dissection. Surgical pathology showed a partial response to immunochemotherapy. Single-cell RNA sequencing was used to characterize the infiltrating immune cell atlas after neoadjuvant immunochemotherapy; the most common infiltrating immune cell types were cytotoxic CD8+ T cells, monocyte-derived dendritic cells, and macrophages. Imaging mass cytometry revealed a transformation from cold to hot tumor after neoadjuvant immunochemotherapy. In this case study, we are the first to report a case of neoadjuvant immunochemotherapy pseudoprogression, proved by surgical pathology, single-cell RNA sequencing, and imaging mass cytometry. Both single-cell RNA sequencing and imaging mass cytometry revealed an activated immune microenvironment after neoadjuvant immunochemotherapy.
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  • 文章类型: Case Reports
    Immune checkpoint inhibitors have revolutionized the treatments of lung cancers, and multiple predictive biomarkers alone or in combination help clinicians with the appropriate therapeutic selections. Recently, chemo-immunotherapy has been recommended for treating advanced non-small cell lung cancers in patients without driver mutations. However, the clinical relevance of predictive biomarkers and the treatment efficacy of chemo-immunotherapy in large cell lung carcinoma (LCLC) remain unclear. Here, we reported a rare case of LCLC with none driver gene mutations and low values of multiple predictive biomarkers. These biomarkers included a low PD-L1 expression of 5-10%, a low tumor mutational burden (TMB) of 2.5 muts/mb, a low CD8(+) tumor-infiltrating lymphocyte density of 147.91 psc/mm². After one-cycle chemotherapy, the patient progressed rapidly and then was switched to pembrolizumab combining paclitaxel plus cisplatin. Interestingly, he achieved a partial response after two cycles of chemo-immunotherapy, showing multiple lymph nodes obviously shrunk on CT scan, and other clinical symptoms were relieved when compared with the baseline findings. After five cycles of chemo-immunotherapy, this advanced patient still benefited and was changed to maintenance immunotherapy monotherapy. This case suggests that chemo-immunotherapy may provide an effective therapeutic option for those LCLC patients with low values of multiple predictive biomarkers, particularly for those who progressed from first-line classical treatments.
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