microvascular proliferation

微血管增殖
  • 文章类型: Journal Article
    高级少突胶质细胞瘤(HGOG)是狗中最常见的神经胶质瘤类型,表达血小板衍生生长因子受体-α(PDGFR-α)。在HGOG中经常观察到微血管增殖。因此,本研究调查了PDGFR-α,微血管增殖,和犬HGOG的肿瘤细胞增殖。PDGFR-α和PDGF-亚基A(PDGF-A)在肿瘤细胞中的表达,以及肿瘤相关微血管增殖的内皮细胞和周细胞,对45例犬HGOG进行了免疫组织化学检查。24/45例(53%)观察到微血管增殖。在45/45例(100%)和2/24例(8%)中观察到肿瘤细胞和微血管增殖中的PDGFR-α表达,分别。此外,在13/45例(29%)和24/24例(100%)中检测到PDGF-A在肿瘤细胞和微血管增殖中的表达,分别。体外,用PDGF-A刺激犬HGOG细胞系AOFB-01表明,使用PDGF-A的AOFB-01细胞的倍增时间明显短于不使用PDGF-A的AOFB-01细胞的倍增时间。Crenolanib(PDGFR抑制剂)抑制AOFB-01细胞增殖。在体内,AOFB-01异种移植小鼠模型用克诺拉尼处理。与未处理的对照小鼠相比,在克氏诺尼处理的小鼠中肿瘤异种移植物更小。PDGFR-α在肿瘤细胞中的表达和PDGF-A在微血管增殖和肿瘤细胞中的表达表明PDGF-A在犬HGOG中的自分泌和旁分泌作用。体外测定结果表明犬HGOG表达功能性PDGFR-α,对PDGF-A有反应因此,微血管增殖和肿瘤细胞产生的PDGF-A可能促进犬HGOG中表达PDGFR-α的肿瘤细胞的增殖。PDGFR-α信号传导具有作为治疗靶标的潜力。
    High-grade oligodendroglioma (HGOG) is the most common type of glioma in dogs and expresses platelet-derived growth factor receptor-α (PDGFR-α). Microvascular proliferation is often observed in HGOG. Therefore, the present study investigated the functional relationships between PDGFR-α, microvascular proliferation, and tumor cell proliferation in canine HGOG. The expression of PDGFR-α and PDGF-subunit A (PDGF-A) in tumor cells, as well as endothelial cells and pericytes of tumor-associated microvascular proliferations, in 45 canine HGOGs were examined immunohistochemically. Microvascular proliferation was observed in 24/45 cases (53%). PDGFR-α expression in tumor cells and microvascular proliferations was observed in 45/45 (100%) and 2/24 cases (8%), respectively. Furthermore, PDGF-A expression in tumor cells and microvascular proliferations was detected in 13/45 (29%) and 24/24 cases (100%), respectively. In vitro, stimulation of the canine HGOG cell line AOFB-01 with PDGF-A showed that the doubling time of AOFB-01 cells was significantly shorter with PDGF-A than without PDGF-A. Crenolanib (a PDGFR inhibitor) inhibited AOFB-01 cell proliferation. In vivo, the AOFB-01 xenograft mouse model was treated with crenolanib. Tumor xenografts were smaller in crenolanib-treated mice than in untreated control mice. PDGFR-α expression in tumor cells and PDGF-A expression in microvascular proliferations and tumor cells suggest autocrine and paracrine effects of PDGF-A in canine HGOG. The results of in vitro assays indicate that canine HGOG expresses functional PDGFR-α, which responds to PDGF-A. Therefore, PDGF-A produced by microvascular proliferations and tumor cells may promote the proliferation of PDGFR-α-expressing tumor cells in canine HGOG. PDGFR-α signaling has potential as a therapeutic target.
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  • 文章类型: Journal Article
    脊髓型颈椎病(CSM),全球脊髓功能障碍最常见的原因,是一种导致非暴力的退行性疾病,渐进的,和颈脊髓的长期压迫。这项研究的目的是研究微血管增殖是否可以积极影响实验性脊髓型颈椎病(CSM)的神经功能恢复。
    将60名成年雄性Sprague-Dawley(SD)随机分为四组:对照组(CON),压缩(COM),血管停滞(AS),和血管生成(AG),每组15只大鼠。AS组大鼠接受SU5416抑制血管生成,AG组大鼠接受去铁胺(DFO)促进血管生成。使用BassoBeattieBresnahan(BBB)量表和体感诱发电位(SEP)检查评估运动和感觉功能。通过神经元的数量来评估神经病理学变性,Nissl体(NB),苏木精和伊红(HE)检测到白质的去髓鞘化,甲苯胺蓝(TB),和Luxol固蓝(LFB)染色。免疫组织化学(IHC)染色用于观察神经血管单元(NVU)。
    CON组的大鼠表现出正常的运动功能,具有完整的BBB评分,正常的SEP潜伏期和振幅。在其他三组中,AG组BBB评分最高,SEP潜伏期最短,AS组BBB评分最低,SEP潜伏期最长。SEP幅度显示出与延迟相反的性能。与COM和AS组相比,AG组表现出明显的灰质神经元恢复和白质轴突髓鞘再生。DFO促进微血管增殖,尤其是在灰质中,并提高了神经胶质细胞的存活率。相比之下,SU-5416通过减少微血管抑制神经胶质细胞的活力。
    微血管状态与NVU重塑和功能恢复密切相关。因此,微血管的增殖有助于实验性CSM的功能恢复,这可能与NVU重塑相关联。
    UNASSIGNED: Cervical Spondylotic Myelopathy (CSM), the most common cause of spinal cord dysfunction globally, is a degenerative disease that results in non-violent, gradual, and long-lasting compression of the cervical spinal cord. The objective of this study was to investigate whether microvascular proliferation could positively affect neural function recovery in experimental cervical spondylotic myelopathy (CSM).
    UNASSIGNED: A total of 60 male adult Sprague-Dawley (SD) were randomly divided into four groups: Control (CON), Compression (COM), Angiostasis (AS), and Angiogenesis (A G),with 15 rats in each group. Rats in the AS group received SU5416 to inhibit angiogenesis, while rats in the AG group received Deferoxamine (DFO) to promote angiogenesis. Motor and sensory functions were assessed using the Basso Beattie Bresnahan (BBB) scale and somatosensory evoked potential (SEP) examination. Neuropathological degeneration was evaluated by the number of neurons, Nissl bodies (NB), and the de-myelination of white matter detected by Hematoxylin & Eosin(HE), Toluidine Blue (TB), and Luxol Fast Blue (LFB) staining. Immunohistochemical (IHC) staining was used to observe the Neurovascular Unit (NVU).
    UNASSIGNED: Rats in the CON group exhibited normal locomotor function with full BBB score, normal SEP latency and amplitude. Among the other three groups, the AG group had the highest BBB score and the shortest SEP latency, while the AS group had the lowest BBB score and the most prolonged SEP latency. The SEP amplitude showed an opposite performance to the latency. Compared to the COM and AS groups, the AG group demonstrated significant neuronal restoration in gray matter and axonal remyelination in white matter. DFO promoted microvascular proliferation, especially in gray matter, and improved the survival of neuroglial cells. In contrast, SU-5416 inhibited the viability of neuroglial cells by reducing micro vessels.
    UNASSIGNED: The microvascular status was closely related to NVU remodeling an-d functional recovery. Therefore, proliferation of micro vessels contributed to function -al recovery in experimental CSM, which may be associated with NVU remodeling.
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  • 文章类型: Journal Article
    背景:已经报道了先天性动静脉畸形(AVM)中由于微血管增殖(MVP)引起的间歇性生长,通常是由成熟畸形血管组成的静止性病变。由于AVM在荷尔蒙失调的情况下也可能恶化,我们假设激素的影响可能通过与激素受体(HR)的潜在相互作用刺激血管增生的过程.
    方法:对13例具有组织学记录的血管增生性生长的AVM组织进行定量分析,以了解雌激素受体(ER)的存在和组织定位,孕激素受体(PGR),生长激素受体(GHR)和促卵泡激素受体(FSHR)与目的常驻细胞(内皮细胞(EC),平滑肌细胞(SMC)和肥大细胞(MC))通过应用多重免疫组织化学(IHC)染色。对具有MVP和成熟血管的病变中的表达模式进行定量和比较。使用3个AVM样品的可用新鲜冷冻组织,使用逆转录酶定量聚合酶链反应(RT-qPCR)来确认HR的存在。
    结果:所有四个研究的HR在所有病例中均在EC和SMC中MVP和成熟血管区域表达,但在正常皮肤组织中没有.ER,GHR,FSHR在MVP的EC和成熟血管的SMC中表达更多。RT-qPCR证实在两个区域中存在所有4个HR。
    结论:ER的表达,PGR,GHR,先天性AVM血管增生区域的FSHR可以解释突然症状性生长的发作,正如在患者亚群中观察到的那样。这些发现可能对所涉及的病变的最终抗激素靶向治疗具有意义。
    BACKGROUND: Episodic growth due to microvascular proliferations (MVP) has been reported in congenital arteriovenous malformations (AVM), which are normally quiescent lesions composed of mature malformed vessels. Since AVM also may worsen under conditions of hormonal dysregulation, we hypothesized that hormonal influences may stimulate this process of vasoproliferative growth through potential interactions with hormone receptors (HR).
    METHODS: 13 Cases of AVM tissue with histologically documented vasoproliferative growth were analyzed quantitatively for the presence and tissue localization of estrogen receptor (ER), progesterone receptor (PGR), growth hormone receptor (GHR) and follicle-stimulating hormone receptor (FSHR) in relation to resident cells of interest (endothelial cells (EC), smooth muscle cells (SMC) and mast cells (MC)) by applying multiplex immunohistochemistry (IHC) staining. Expression patterns in lesions with MVP and mature vessels were quantified and compared. Available fresh frozen tissues of 3 AVM samples were used to confirm the presence of HR using Reverse-Transcriptase quantitative Polymerase Chain Reaction (RT-qPCR).
    RESULTS: All four HR studied were expressed in all cases within EC and SMC in areas of MVP and mature vessels, but not in normal skin tissue. ER, GHR, and FSHR showed more expression in EC of MVP and in SMC of mature vessels. RT-qPCR confirmed presence of all 4 HR in both areas.
    CONCLUSIONS: Expression of ER, PGR, GHR, and FSHR in vasoproliferative areas of congenital AVM could explain onset of sudden symptomatic growth, as has observed in a subpopulation of patients. These findings may have implications for eventual anti-hormonal targeted therapy in the lesions involved.
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  • 文章类型: Journal Article
    异柠檬酸脱氢酶(IDH)基因的功能增益突变会导致(D)-2-羟基戊二酸(D-2HG)的过量产生,从而内在地改变肿瘤细胞的表观遗传学并通过非表观遗传途径影响周围的非癌细胞。然而,D-2HG是否对肿瘤微环境中的内皮细胞具有旁分泌作用尚需进一步澄清.我们使用60例有或没有IDH突变的高级别星形胶质细胞瘤的组织切片,通过免疫组织化学定量了微血管密度。发现在携带IDH突变的肿瘤中微血管密度降低。离体实验表明D-2HG抑制内皮细胞迁移,伤口愈合,通过抑制细胞增殖而不是生存力来形成管,可能通过减少mTOR/STAT3途径的激活。Further,D-2HG通过增强连接蛋白的表达从而共同增加内皮屏障功能来降低荧光葡聚糖通透性并降低细胞旁T细胞跨内皮迁移。这些结果表明,D-2HG可能通过降低肿瘤内脉管系统密度和抑制代谢物的转运和循环细胞外渗到星形细胞瘤微环境中来影响肿瘤血管微环境。这些观察结果为将IDH抑制与抗肿瘤免疫/血管生成方法相结合提供了理论基础,并为肿瘤表达突变IDH等位基因的患者抗血管生成药物的抗性提供了分子基础。
    Gain-of-function mutations in isocitrate dehydrogenase (IDH) genes result in excessive production of (D)-2-hydroxyglutarate (D-2HG) which intrinsically modifies tumor cell epigenetics and impacts surrounding noncancerous cells through nonepigenetic pathways. However, whether D-2HG has a paracrine effect on endothelial cells in the tumor microenvironment needs further clarification. We quantified microvessel density by immunohistochemistry using tissue sections from 60 high-grade astrocytic gliomas with or without IDH mutation. Microvessel density was found to be reduced in tumors carrying an IDH mutation. Ex vivo experiments showed that D-2HG inhibited endothelial cell migration, wound healing, and tube formation by suppressing cell proliferation but not viability, possibly through reduced activation of the mTOR/STAT3 pathway. Further, D-2HG reduced fluorescent dextran permeability and decreased paracellular T-cell transendothelial migration by augmenting expression of junctional proteins thereby collectively increasing endothelial barrier function. These results indicate that D-2HG may influence the tumor vascular microenvironment by reducing the intratumoral vasculature density and by inhibiting the transport of metabolites and extravasation of circulating cells into the astrocytoma microenvironment. These observations provide a rationale for combining IDH inhibition with antitumor immunological/angiogenic approaches and suggest a molecular basis for resistance to antiangiogenic drugs in patients whose tumors express a mutant IDH allele.
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  • 文章类型: Journal Article
    血管畸形的临床和组织学诊断之间存在差异。
    为了评估国际血管异常研究学会(ISSVA)分类在根据临床和(免疫)组织学参数诊断良性血管异常中的有效性,关注淋巴分化和血管增生。
    对121例头颈部良性皮肤和软组织血管异常(不包括化脓性肉芽肿和老年血管瘤)患者进行回顾性研究,方法是对淋巴管进行多重免疫组织化学染色(D2-40),内皮血管,和增殖细胞(Ki67)。ISSVA分类后修订了临床和组织学诊断。
    最初,64个病灶被诊断为肿瘤,57个病灶被诊断为畸形。ISSVA分类后的修订诊断显示27个肿瘤,90畸形(22.2%淋巴管),和4个非ISSVA。免疫染色显示121例中24例(19.8%)淋巴分化,其中20人是畸形。121例中41例(33.8%)有增殖活性(Ki67+),其中8例为动静脉畸形。
    材料的质量和大小(活检与切除)和临床信息。
    通过结合其他免疫染色技术来评估淋巴分化和增殖活性,可以大大提高ISSVA分类后识别血管异常的组织学和临床联合方法的诊断准确性。特别是在确定血管畸形的发生。
    UNASSIGNED: Discrepancies have been noted between the clinical and histologic diagnosis of vascular malformations.
    UNASSIGNED: To evaluate the effectiveness of the International Society for Study of Vascular Anomalies (ISSVA) classification in diagnosing benign vascular anomalies based on clinical and (immuno) histologic parameters, focusing on lymphatic differentiation and vascular proliferation.
    UNASSIGNED: A retrospective study of 121 consecutive patients with benign skin and soft-tissue vascular anomalies located in the head and neck region (pyogenic granulomas and angioma senilis were excluded) by applying multiplex immunohistochemistry staining for lymph vessels (D2-40), endothelial blood vessels, and proliferating cells (Ki67). Clinical and histologic diagnosis was revised after the ISSVA classification.
    UNASSIGNED: Initially, 64 lesions were diagnosed as tumors and 57 as malformations. Revision diagnosis following the ISSVA classification revealed 27 tumors, 90 malformations (22.2% lymphatic), and 4 non-ISSVA. Immunostaining showed lymphatic differentiation in 24 (19.8%) of 121 cases, of which 20 were malformations. Proliferative activity (Ki67+) was found in 41 (33.8%) of 121 cases, of which 8 were arteriovenous malformations.
    UNASSIGNED: Quality and size of materials (biopsies vs resections) and clinical information.
    UNASSIGNED: The diagnostic accuracy of combined histologic and clinical approaches for identifying vascular anomalies following the ISSVA classification can be substantially enhanced by incorporating additional immunostaining techniques to evaluate lymphatic differentiation and proliferative activity, particularly in identifying the occurrence of vascular malformations.
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  • 文章类型: Case Reports
    背景:尽管进行了广泛的调查,慢性硬膜下血肿(CSDH)的确切病因仍然难以捉摸。有组织的CSDH是一种独特但较少理解的CSDH类型。
    方法:一名50岁的高血压女性经历了头痛,以前没有任何头部损伤。在介绍时,患者未出现局灶性神经功能缺损.颅骨计算机断层扫描(CT)显示硬膜下血肿轻微压迫,自发消退,无颅内血管病变。脑磁共振成像在硬膜下血肿中发现了非增强性结节性病变。住院后第14天患者出现定向障碍和失语症后,CT显示硬膜下血肿明显扩大。通过顶骨开颅术部分切除双层血肿。组织学检查显示,外膜和结节性病变均有微血管增生。术后第35天,CT显示残余血肿明显消退。
    结论:急性硬膜下血肿血凝块中微血管增生的发展可能导致其迅速扩大为有组织的CSDH。有组织的CSDH可以通过开颅手术部分去除外膜和血肿来管理。
    BACKGROUND: Despite extensive investigations, the exact etiology of chronic subdural hematoma (CSDH) remains elusive. Organized CSDHs are a distinct but less-understood type of CSDH.
    METHODS: A 50-year-old hypertensive woman experienced headache without any previous head injury. At presentation, the patient showed no focal neurological deficits. Cranial computed tomography (CT) revealed a slightly compressive subdural hematoma that spontaneously regressed and no intracranial vascular lesions. Cerebral magnetic resonance imaging identified a non-enhancing nodular lesion in the subdural hematoma. After the patient presented disorientation and aphasia on post hospitalization day 14, CT showed a considerable enlargement of the subdural hematoma. Partial removal of the bi-layered hematoma was performed through a parietal craniotomy. Histological examination revealed microvascular proliferation in both the outer membrane and the nodular lesion. On postoperative day 35, CT demonstrated a remarkable resolution of the residual hematoma.
    CONCLUSIONS: Development of microvascular proliferation in the clots of an acute subdural hematoma may lead to its rapid enlargement as an organized CSDH. Organized CSDH can be managed by partial removal of the outer membrane and hematoma through a craniotomy.
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  • 文章类型: Journal Article
    背景:微血管面积(MVA),源自微血管增殖,是用于高级别神经胶质瘤分类的生物标志物。然而,它的测量是昂贵的,劳动密集型,和侵入性。从第一阶段开始,发现与MVA的放射学相关性可以提供一种互补的非侵入性方法,而无需额外的成本和劳动强度。这项研究旨在关联成像标志物,例如相对脑血容量(rCBV),和局部MVA在IDH-野生型胶质母细胞瘤中,并提出该成像标记可用于星形细胞瘤4级分类。
    方法:来自属于17个IDH野生型胶质母细胞瘤的73个组织块和来自2个IDH突变型星形细胞瘤的7个组织块的数据来自IvyGAP数据库。使用ONCOhabitats方法进行MRI处理和rCBV定量。组织学和MRI联合登记是在专家的监督下手动完成的,实现88.8%的叠加精度。采用Spearman相关性分析rCBV与微血管面积的相关性。Mann-Whitney检验用于研究IDH野生型胶质母细胞瘤中存在或不存在微血管的块之间的rCBV差异,以及发现与IDH突变星形细胞瘤样品的差异。
    结果:在IDH野生型区块中发现rCBV与微血管面积之间存在显著正相关(p<0.001),在有微血管增生的阻滞和无微血管增生的阻滞之间,rCBV也有显著差异(p<0.0001).此外,在IDH野生型胶质母细胞瘤和IDH突变型星形细胞瘤样品之间发现rCBV的显着差异,在IDH野生型胶质母细胞瘤样品中rCBV值高2-2.5倍。
    结论:提出的rCBV标记,根据诊断MRI计算,可以在IDH野生型胶质母细胞瘤中检测到那些没有微血管的区域,与局部微血管面积显著相关。此外,提出的rCBV标记可以区分IDH突变状态,为高级别胶质瘤分类提供了一种补充的非侵入性方法。
    BACKGROUND: The microvessels area (MVA), derived from microvascular proliferation, is a biomarker useful for high-grade glioma classification. Nevertheless, its measurement is costly, labor-intense, and invasive. Finding radiologic correlations with MVA could provide a complementary non-invasive approach without an extra cost and labor intensity and from the first stage. This study aims to correlate imaging markers, such as relative cerebral blood volume (rCBV), and local MVA in IDH-wildtype glioblastoma, and to propose this imaging marker as useful for astrocytoma grade 4 classification.
    METHODS: Data from 73 tissue blocks belonging to 17 IDH-wildtype glioblastomas and 7 blocks from 2 IDH-mutant astrocytomas were compiled from the Ivy GAP database. MRI processing and rCBV quantification were carried out using ONCOhabitats methodology. Histologic and MRI co-registration was done manually with experts\' supervision, achieving an accuracy of 88.8% of overlay. Spearman\'s correlation was used to analyze the association between rCBV and microvessel area. Mann-Whitney test was used to study differences of rCBV between blocks with presence or absence of microvessels in IDH-wildtype glioblastoma, as well as to find differences with IDH-mutant astrocytoma samples.
    RESULTS: Significant positive correlations were found between rCBV and microvessel area in the IDH-wildtype blocks (p < 0.001), as well as significant differences in rCBV were found between blocks with microvascular proliferation and blocks without it (p < 0.0001). In addition, significant differences in rCBV were found between IDH-wildtype glioblastoma and IDH-mutant astrocytoma samples, being 2-2.5 times higher rCBV values in IDH-wildtype glioblastoma samples.
    CONCLUSIONS: The proposed rCBV marker, calculated from diagnostic MRIs, can detect in IDH-wildtype glioblastoma those regions with microvessels from those without it, and it is significantly correlated with local microvessels area. In addition, the proposed rCBV marker can differentiate the IDH mutation status, providing a complementary non-invasive method for high-grade glioma classification.
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    文章类型: Journal Article
    目的:动静脉畸形(AVM)定义为由成熟血管组成的静止血管块。然而,最近的研究报道了AVM中微血管增殖(MVP)的区域,表明血管生成的过程。由于这一发现质疑了以前的定义,这篇综述的主要目的是评估皮肤和软组织的血管畸形是否发生血管生成,第二,确定参与MVP的潜在因素。
    方法:由于该主题的多面性,我们使用了诠释学方法来选择可能对血管畸形中的MVP有更深入了解的文章.通过PubMed和WebofScience中的引文跟踪和数据库搜索,确定了相关文章。所有年龄组皮肤软组织AVM中MVP发生的研究设计均纳入研究。纽卡斯尔-渥太华量表用于质量评估。
    结果:这篇综述中包含了16项研究,这些研究报告了血管畸形的其他成熟血管之间的MVP区域的发生。在这些研究中,仅在AVM型血管畸形中报道了血管生成。还报道了促血管生成因子水平的增加,并且在青春期发现增殖最为突出。最后,在AVM的组织中也已经描述了几种类型的激素受体。
    结论:总体而言,审查的数据支持主动血管生成的发生,动静脉型血管畸形中存在MVP,和可能并发的病变进展到更高的临床严重程度的Schobinger阶段。目前数据的相对匮乏意味着需要进一步的研究来阐明AVM中MVP的性质,这可能对开发靶向药物治疗有影响。
    已知AVM患者MVP引起的活跃血管生成与临床症状相关,并有助于疾病的进展。复发率,和病人的生活质量。
    OBJECTIVE: Arteriovenous malformations (AVM) are defined as being quiescent vascular masses composed of mature vessels. However, recent studies reported areas of microvascular proliferation (MVP) in AVM, indicating a process of angiogenesis. As this finding questions the previous definition, the primary objective of this review was to evaluate whether angiogenesis occurs in vascular malformations of skin and soft tissue, and second, to identify potential factors involved in MVP.
    METHODS: Due to the multifaceted nature of this subject, a hermeneutic methodology was used to select articles that were likely to provide a deeper understanding of MVP in vascular malformations. Through citation tracking and database searching in PubMed and Web of Science, relevant articles were identified. All study designs concerning occurrence of MVP in AVM of skin and soft tissue in all age groups were included in the study. The Newcastle-Ottawa scale was used for quality assessment.
    RESULTS: 16 studies were included in this review which reported occurrence of MVP areas in between the otherwise mature vessels of vascular malformations. In these studies, angiogenesis was reported only in AVM-type of vascular malformations. Increased levels of pro-angiogenic factors were also reported and proliferation was found most prominently during adolescence. Finally, several types of hormone receptors also have been described in tissues of AVM.
    CONCLUSIONS: Overall, the reviewed data support occurrence of active angiogenesis, highlighted by the presence of MVP in the arteriovenous type of vascular malformations, and a possible concurrent lesion progression towards a higher Schobinger stage of clinical severity. The relative scarcity of data at present implies that further research is required to elucidate the nature of MVP in AVM, which could have implications for developing targeted pharmacotherapy.
    UNASSIGNED: Active angiogenesis caused by MVP in AVM patients is known to be correlating to clinical symptoms and contributing to the progression of the disease, recurrence rate, and patient\'s quality of life.
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  • 文章类型: Journal Article
    我们开发了一个平台,称为PathoFusion,这是一个集成的标记系统,培训,并识别整个载玻片组织切片的病理特征。该平台使用双焦卷积神经网络(BCNN),旨在从较短和较长的图像块中同时捕获索引和上下文特征信息,分别。这类似于病理学中的显微镜如何工作,首先使用狭窄的焦点,然后使用更宽的焦点来识别组织环境中的癌变形态特征,因此双焦。从胶质母细胞瘤病例获得的相邻组织切片进行苏木精和伊红(H&E)和免疫组织化学(CD276)染色。根据神经病理学家顾问的标记,从数字化图像中裁剪出的图像块用于训练BCNN。PathoFusion证明了其自主识别恶性神经病理学特征并同时绘制免疫组织化学数据的能力。我们的实验表明,PathoFusion在六种典型病理形态学特征的贴片水平识别和相关免疫反应性检测中实现了0.985±0.011和0.988±0.001的曲线下面积(AUC)。分别。在此基础上,该系统进一步将CD276免疫反应性与异常肿瘤血管相关。通过热图可视化了相应的特征分布和重叠,允许对整个组织学载玻片进行高分辨率定性和定量形态学分析。对更多用户定义的病理形态学特征的识别可以添加到系统中并包括在未来的组织分析中。PathoFusion与(神经)病理学部门的日常服务工作流程的整合是一个目标。PathoFusion的软件代码是公开可用的。
    We have developed a platform, termed PathoFusion, which is an integrated system for marking, training, and recognition of pathological features in whole-slide tissue sections. The platform uses a bifocal convolutional neural network (BCNN) which is designed to simultaneously capture both index and contextual feature information from shorter and longer image tiles, respectively. This is analogous to how a microscopist in pathology works, identifying a cancerous morphological feature in the tissue context using first a narrow and then a wider focus, hence bifocal. Adjacent tissue sections obtained from glioblastoma cases were processed for hematoxylin and eosin (H&E) and immunohistochemical (CD276) staining. Image tiles cropped from the digitized images based on markings made by a consultant neuropathologist were used to train the BCNN. PathoFusion demonstrated its ability to recognize malignant neuropathological features autonomously and map immunohistochemical data simultaneously. Our experiments show that PathoFusion achieved areas under the curve (AUCs) of 0.985 ± 0.011 and 0.988 ± 0.001 in patch-level recognition of six typical pathomorphological features and detection of associated immunoreactivity, respectively. On this basis, the system further correlated CD276 immunoreactivity to abnormal tumor vasculature. Corresponding feature distributions and overlaps were visualized by heatmaps, permitting high-resolution qualitative as well as quantitative morphological analyses for entire histological slides. Recognition of more user-defined pathomorphological features can be added to the system and included in future tissue analyses. Integration of PathoFusion with the day-to-day service workflow of a (neuro)pathology department is a goal. The software code for PathoFusion is made publicly available.
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  • 文章类型: Journal Article
    OBJECTIVE: Better diagnostic and prognostic markers are required for a more accurate diagnosis and an earlier detection of glioma progression and for suggesting better treatment strategies. This retrospective study aimed to identify actionable gene variants to define potential markers of clinical significance.
    METHODS: 56 glioblastomas (GBM) and 44 grade 2-3 astrocytomas were profiled with next generation sequencing (NGS) as part of routine diagnostic workup and bioinformatics analysis was used for the identification of variants. CD34 immunohistochemistry (IHC) was used to measure microvessel density (MVD) and Log-rank test to compare survival and progression in the presence or absence of these variants.
    RESULTS: Bioinformatic analysis highlighted frequently occurring variants in genes involved in angiogenesis regulation (KDR, KIT, TP53 and PIK3CA), with the most common ones being KDR (rs1870377) and KIT (rs3822214). The KDR variant was associated with increased MVD and shorter survival in GBM. We did not observe any correlation between the KIT variant and MVD; however, there was an association with tumour grade.
    CONCLUSIONS: This study highlights the role of single-nucleotide variants (SNVs) that may be considered non-pathogenic and suggests the prognostic significance for survival of KIT rs3822214 and KDR rs1870377 and potential importance in planning new treatment strategies for gliomas.
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