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Label-free enrichment of human pluripotent stem cell-derived early retinal progenitor cells for cell-based regenerative therapies. 无标记富集人多能干细胞衍生的早期视网膜祖细胞,用于基于细胞的再生疗法。
IF 5.9 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2024-02-13 Epub Date: 2024-01-04 DOI: 10.1016/j.stemcr.2023.12.001
Yasuaki Iwama, Hiroko Nomaru, Tomohiro Masuda, Yoko Kawamura, Michiru Matsumura, Yuri Murata, Kazuki Teranishi, Kohji Nishida, Sadao Ota, Michiko Mandai, Masayo Takahashi

Pluripotent stem cell-based therapy for retinal degenerative diseases is a promising approach to restoring visual function. A clinical study using retinal organoid (RO) sheets was recently conducted in patients with retinitis pigmentosa. However, the graft preparation currently requires advanced skills to identify and excise suitable segments from the transplantable area of the limited number of suitable ROs. This remains a challenge for consistent clinical implementations. Herein, we enabled the enrichment of wild-type (non-reporter) retinal progenitor cells (RPCs) from dissociated ROs using a label-free ghost cytometry (LF-GC)-based sorting system, where a machine-based classifier was trained in advance with another RPC reporter line. The sorted cells reproducibly formed retinal spheroids large enough for transplantation and developed mature photoreceptors in the retinal degeneration rats. This method of enriching early RPCs with no specific surface antigens and without any reporters or chemical labeling is promising for robust preparation of graft tissues during cell-based therapy.

以多能干细胞为基础的视网膜变性疾病疗法是一种很有希望恢复视功能的方法。最近在视网膜色素变性患者中开展了一项使用视网膜类器官(RO)片的临床研究。然而,目前的移植准备工作需要高超的技能,才能从数量有限的合适视网膜有机体的可移植区域中识别和切除合适的片段。这对临床持续实施仍是一项挑战。在此,我们利用基于无标记鬼细胞术(LF-GC)的分拣系统,从离体的RO中富集野生型(无报告)视网膜祖细胞(RPC),事先用另一个RPC报告系训练了基于机器的分类器。分拣出的细胞可重复形成足够大的视网膜球体用于移植,并在视网膜变性大鼠体内发育出成熟的光感受器。这种富集无特异性表面抗原、无任何报告基因或化学标记的早期 RPC 的方法有望在基于细胞的治疗过程中稳健地制备移植组织。
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引用次数: 0
SinCMat: A single-cell-based method for predicting functional maturation transcription factors. SinCMat:基于单细胞的功能性成熟转录因子预测方法。
IF 5.9 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2024-02-13 Epub Date: 2024-01-11 DOI: 10.1016/j.stemcr.2023.12.006
Sybille Barvaux, Satoshi Okawa, Antonio Del Sol

A major goal of regenerative medicine is to generate tissue-specific mature and functional cells. However, current cell engineering protocols are still unable to systematically produce fully mature functional cells. While existing computational approaches aim at predicting transcription factors (TFs) for cell differentiation/reprogramming, no method currently exists that specifically considers functional cell maturation processes. To address this challenge, here, we develop SinCMat, a single-cell RNA sequencing (RNA-seq)-based computational method for predicting cell maturation TFs. Based on a model of cell maturation, SinCMat identifies pairs of identity TFs and signal-dependent TFs that co-target genes driving functional maturation. A large-scale application of SinCMat to the Mouse Cell Atlas and Tabula Sapiens accurately recapitulates known maturation TFs and predicts novel candidates. We expect SinCMat to be an important resource, complementary to preexisting computational methods, for studies aiming at producing functionally mature cells.

再生医学的一个主要目标是生成组织特异的成熟功能细胞。然而,目前的细胞工程方案仍无法系统地生成完全成熟的功能细胞。虽然现有的计算方法旨在预测细胞分化/重编程的转录因子(TFs),但目前还没有专门考虑功能细胞成熟过程的方法。为了应对这一挑战,我们开发了一种基于单细胞 RNA 测序(RNA-seq)的计算方法 SinCMat,用于预测细胞成熟 TFs。在细胞成熟模型的基础上,SinCMat 确定了共同靶向驱动功能性成熟基因的身份 TF 和信号依赖性 TF 对。SinCMat 在小鼠细胞图谱和 Tabula Sapiens 中的大规模应用准确地再现了已知的成熟 TFs,并预测了新的候选 TFs。我们期待 SinCMat 成为一种重要的资源,补充现有的计算方法,用于旨在产生功能成熟细胞的研究。
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引用次数: 0
Searching for information about stem cells online in an age of artificial intelligence: How should the stem cell community respond? 在人工智能时代在线搜索干细胞信息:干细胞界应如何应对?
IF 5.9 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2024-02-13 Epub Date: 2024-01-25 DOI: 10.1016/j.stemcr.2023.12.009
Klaus Hoeyer, Anna Couturier, Kali Barawi, Cheney Drew, Anders Grundtvig, Emma Lane, Anders Kristian Munk, Louise Emma Whiteley, Megan Munsie

Patients and their families routinely use the Internet to learn about stem cell research. What they find, is increasingly influenced by ongoing changes in how information is filtered and presented online. This article reflects on recent developments in generative artificial intelligence and how the stem cell community should respond.

患者及其家属经常使用互联网了解干细胞研究。他们所发现的信息,正日益受到网上信息过滤和展示方式不断变化的影响。本文探讨了生成人工智能的最新发展,以及干细胞界应如何应对。
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引用次数: 0
Transcription factor co-expression mediates lineage priming for embryonic and extra-embryonic differentiation. 转录因子共表达介导了胚胎和胚外分化的世系启动。
IF 5.9 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2024-02-13 Epub Date: 2024-01-11 DOI: 10.1016/j.stemcr.2023.12.002
Alba Redó-Riveiro, Jasmina Al-Mousawi, Madeleine Linneberg-Agerholm, Martin Proks, Marta Perera, Nazmus Salehin, Joshua M Brickman

In early mammalian development, cleavage stage blastomeres and inner cell mass (ICM) cells co-express embryonic and extra-embryonic transcriptional determinants. Using a protein-based double reporter we identify an embryonic stem cell (ESC) population that co-expresses the extra-embryonic factor GATA6 alongside the embryonic factor SOX2. Based on single cell transcriptomics, we find this population resembles the unsegregated ICM, exhibiting enhanced differentiation potential for endoderm while maintaining epiblast competence. To relate transcription factor binding in these cells to future fate, we describe a complete enhancer set in both ESCs and naive extra-embryonic endoderm stem cells and assess SOX2 and GATA6 binding at these elements in the ICM-like ESC sub-population. Both factors support cooperative recognition in these lineages, with GATA6 bound alongside SOX2 on a fraction of pluripotency enhancers and SOX2 alongside GATA6 more extensively on endoderm enhancers, suggesting that cooperative binding between these antagonistic factors both supports self-renewal and prepares progenitor cells for later differentiation.

在哺乳动物的早期发育过程中,分裂期胚泡和内细胞团(ICM)细胞共同表达胚胎和胚外转录决定因子。利用基于蛋白质的双报告基因,我们确定了胚胎干细胞(ESC)群体,该群体同时表达胚外因子 GATA6 和胚胎因子 SOX2。根据单细胞转录组学,我们发现该群体类似于未分化的内胚层干细胞,在保持上胚层能力的同时,内胚层的分化潜力也得到了增强。为了将这些细胞中的转录因子结合与未来命运联系起来,我们描述了ESC和幼稚胚外内胚层干细胞中的完整增强子集,并评估了ICM-like ESC亚群中这些元件上的SOX2和GATA6结合情况。这两种因子支持在这些系中的合作识别,GATA6与SOX2一起结合在一部分多能性增强子上,而SOX2与GATA6一起结合在更广泛的内胚层增强子上,这表明这些拮抗因子之间的合作结合既支持自我更新,又为祖细胞以后的分化做好准备。
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引用次数: 0
DeePhys: A machine learning-assisted platform for electrophysiological phenotyping of human neuronal networks. DeePhys:用于人类神经元网络电生理学表型的机器学习辅助平台。
IF 5.9 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2024-02-13 Epub Date: 2024-01-25 DOI: 10.1016/j.stemcr.2023.12.008
Philipp Hornauer, Gustavo Prack, Nadia Anastasi, Silvia Ronchi, Taehoon Kim, Christian Donner, Michele Fiscella, Karsten Borgwardt, Verdon Taylor, Ravi Jagasia, Damian Roqueiro, Andreas Hierlemann, Manuel Schröter

Reproducible functional assays to study in vitro neuronal networks represent an important cornerstone in the quest to develop physiologically relevant cellular models of human diseases. Here, we introduce DeePhys, a MATLAB-based analysis tool for data-driven functional phenotyping of in vitro neuronal cultures recorded by high-density microelectrode arrays. DeePhys is a modular workflow that offers a range of techniques to extract features from spike-sorted data, allowing for the examination of functional phenotypes both at the individual cell and network levels, as well as across development. In addition, DeePhys incorporates the capability to integrate novel features and to use machine-learning-assisted approaches, which facilitates a comprehensive evaluation of pharmacological interventions. To illustrate its practical application, we apply DeePhys to human induced pluripotent stem cell-derived dopaminergic neurons obtained from both patients and healthy individuals and showcase how DeePhys enables phenotypic screenings.

研究体外神经元网络的可重复功能测试是开发人类疾病生理相关细胞模型的重要基石。在此,我们介绍一种基于 MATLAB 的分析工具 DeePhys,用于对高密度微电极阵列记录的体外神经元培养物进行数据驱动的功能表型分析。DeePhys 是一个模块化的工作流程,提供了一系列从尖峰分类数据中提取特征的技术,可用于检查单个细胞和网络水平以及整个发育过程中的功能表型。此外,DeePhys 还具有整合新特征和使用机器学习辅助方法的能力,这有助于对药理学干预进行全面评估。为了说明其实际应用,我们将 DeePhys 应用于从患者和健康人身上获得的人类诱导多能干细胞衍生多巴胺能神经元,并展示了 DeePhys 如何实现表型筛选。
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引用次数: 0
Proinflammatory phenotype of iPS cell-derived JAK2 V617F megakaryocytes induces fibrosis in 3D in vitro bone marrow niche. iPS 细胞衍生的 JAK2 V617F 巨核细胞的促炎表型可诱导三维体外骨髓龛中的纤维化。
IF 5.9 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2024-02-13 Epub Date: 2024-01-25 DOI: 10.1016/j.stemcr.2023.12.011
Niclas Flosdorf, Janik Böhnke, Marcelo A S de Toledo, Niklas Lutterbach, Vanesa Gómez Lerma, Martin Graßhoff, Kathrin Olschok, Siddharth Gupta, Vithurithra Tharmapalan, Susanne Schmitz, Katrin Götz, Herdit M Schüler, Angela Maurer, Stephanie Sontag, Caroline Küstermann, Kristin Seré, Wolfgang Wagner, Ivan G Costa, Tim H Brümmendorf, Steffen Koschmieder, Nicolas Chatain, Miguel Castilho, Rebekka K Schneider, Martin Zenke

The myeloproliferative disease polycythemia vera (PV) driven by the JAK2 V617F mutation can transform into myelofibrosis (post-PV-MF). It remains an open question how JAK2 V617F in hematopoietic stem cells induces MF. Megakaryocytes are major players in murine PV models but are difficult to study in the human setting. We generated induced pluripotent stem cells (iPSCs) from JAK2 V617F PV patients and differentiated them into megakaryocytes. In differentiation assays, JAK2 V617F iPSCs recapitulated the pathognomonic skewed megakaryocytic and erythroid differentiation. JAK2 V617F iPSCs had a TPO-independent and increased propensity to differentiate into megakaryocytes. RNA sequencing of JAK2 V617F iPSC-derived megakaryocytes reflected a proinflammatory, profibrotic phenotype and decreased ribosome biogenesis. In three-dimensional (3D) coculture, JAK2 V617F megakaryocytes induced a profibrotic phenotype through direct cell contact, which was reversed by the JAK2 inhibitor ruxolitinib. The 3D coculture system opens the perspective for further disease modeling and drug discovery.

由JAK2 V617F突变驱动的骨髓增生性疾病多发性红细胞症(PV)可转变为骨髓纤维化(后PV-MF)。造血干细胞中的JAK2 V617F如何诱导骨髓纤维化仍是一个未决问题。巨核细胞是小鼠骨髓纤维化模型的主要参与者,但很难在人类环境中进行研究。我们从JAK2 V617F PV患者体内生成了诱导多能干细胞(iPSCs),并将其分化成巨核细胞。在分化试验中,JAK2 V617F iPSCs再现了病态的偏斜巨核细胞和红细胞分化。JAK2 V617F iPSCs不依赖TPO,而且分化成巨核细胞的倾向增强。JAK2 V617F iPSC衍生巨核细胞的RNA测序反映了一种促炎、促纤维化表型和核糖体生物生成减少。在三维(3D)共培养中,JAK2 V617F巨核细胞通过直接的细胞接触诱导了一种促纤维化表型,JAK2抑制剂鲁索利替尼(ruxolitinib)逆转了这种表型。三维共培养系统为进一步的疾病建模和药物发现开辟了前景。
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引用次数: 0
Autophagy is essential for human myelopoiesis. 自噬对人类骨髓造血至关重要。
IF 5.9 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2024-02-13 Epub Date: 2024-01-11 DOI: 10.1016/j.stemcr.2023.12.005
Jiaming Gu, Yanling Zhu, Huaisong Lin, Yuhua Huang, Yanqi Zhang, Qi Xing, Baoqiang Kang, Zhishuai Zhang, Mingquan Wang, Tiancheng Zhou, Yuchan Mai, Qianyu Chen, Fei Li, Xing Hu, Shuoting Wang, Jiaojiao Peng, Xinrui Guo, Bing Long, Junwei Wang, Minghui Gao, Yongli Shan, Yazhou Cui, Guangjin Pan

Emergency myelopoiesis (EM) is essential in immune defense against pathogens for rapid replenishing of mature myeloid cells. During the EM process, a rapid cell-cycle switch from the quiescent hematopoietic stem cells (HSCs) to highly proliferative myeloid progenitors (MPs) is critical. How the rapid proliferation of MPs during EM is regulated remains poorly understood. Here, we reveal that ATG7, a critical autophagy factor, is essential for the rapid proliferation of MPs during human myelopoiesis. Peripheral blood (PB)-mobilized hematopoietic stem/progenitor cells (HSPCs) with ATG7 knockdown or HSPCs derived from ATG7-/- human embryonic stem cells (hESCs) exhibit severe defect in proliferation during fate transition from HSPCs to MPs. Mechanistically, we show that ATG7 deficiency reduces p53 localization in lysosome for a potential autophagy-mediated degradation. Together, we reveal a previously unrecognized role of autophagy to regulate p53 for a rapid proliferation of MPs in human myelopoiesis.

紧急骨髓造血(EM)是针对病原体的免疫防御中快速补充成熟髓系细胞的关键。在紧急髓系造血过程中,细胞周期从静止的造血干细胞(HSCs)快速切换到高度增殖的髓系祖细胞(MPs)至关重要。人们对EM期间MPs的快速增殖是如何调控的仍知之甚少。在这里,我们揭示了ATG7(一种关键的自噬因子)对人类骨髓造血过程中MPs的快速增殖至关重要。ATG7基因敲除的外周血(PB)造血干细胞/祖细胞(HSPCs)或来自ATG7-/-人类胚胎干细胞(hESCs)的HSPCs在从HSPCs向MPs的命运转变过程中表现出严重的增殖缺陷。从机理上讲,我们发现ATG7的缺乏会减少p53在溶酶体中的定位,从而导致潜在的自噬介导的降解。总之,我们揭示了自噬在人类骨髓造血过程中调节 p53 以促进 MPs 快速增殖的作用,这种作用以前从未被认识到。
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引用次数: 0
The impact of timing and injury mode on induced neurogenesis in the adult mammalian retina. 时间和损伤模式对成年哺乳动物视网膜诱导神经发生的影响
IF 5.9 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2024-02-13 Epub Date: 2024-01-25 DOI: 10.1016/j.stemcr.2023.12.010
Marina Pavlou, Marlene Probst, Nicolai Blasdel, Aric R Prieve, Thomas A Reh

Regeneration of neurons has important implications for human health, and the retina provides an accessible system to study the potential of replacing neurons following injury. In previous work, we generated transgenic mice in which neurogenic transcription factors were expressed in Müller glia (MG) and showed that they stimulated neurogenesis following inner retinal damage. It was unknown, however, whether the timing or mode of injury mattered in this process. Here, we explored these parameters on induced neurogenesis from MG and show that MG expressing Ascl1 will generate new bipolar neurons with similar efficiency irrespective of injury mode or timing. However, MG that express Ascl1-Atoh1 produce a new type of retinal ganglion-like cell after outer retinal damage, which is absent with inner retinal damage. Our data suggest that although cell fate is primarily dictated by neurogenic transcription factors, the inflammatory state of MG relative to injury can influence the outcome of induced neurogenesis.

神经元的再生对人类健康具有重要意义,而视网膜为研究损伤后神经元的替代潜力提供了一个可利用的系统。在之前的研究中,我们生成了在 Müller 胶质(MG)中表达神经元转录因子的转基因小鼠,结果表明它们能刺激内视网膜损伤后的神经元生成。然而,在这一过程中,损伤的时间或方式是否重要尚不清楚。在这里,我们探讨了这些参数对 MG 诱导神经发生的影响,结果表明,表达 Ascl1 的 MG 会以相似的效率生成新的双极神经元,而与损伤模式或时间无关。然而,表达 Ascl1-Atoh1 的 MG 在视网膜外层受损后会产生一种新型的视网膜神经节样细胞,而视网膜内层受损时则没有这种细胞。我们的数据表明,虽然细胞命运主要由神经源性转录因子决定,但MG相对于损伤的炎症状态会影响诱导神经发生的结果。
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引用次数: 0
Deciphering the differential impact of thrombopoietin/MPL signaling on hematopoietic stem/progenitor cell function in bone marrow and spleen. 解密血小板生成素/MPL 信号对骨髓和脾脏造血干细胞/祖细胞功能的不同影响。
IF 5.9 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2024-02-13 Epub Date: 2024-01-11 DOI: 10.1016/j.stemcr.2023.12.004
Sandy Lee, Huichun Zhan

Thrombopoietin (TPO) and its receptor MPL play crucial roles in hematopoietic stem cell (HSC) function and platelet production. However, the precise effects of TPO/MPL signaling on HSC regulation in different hematopoietic niches remain unclear. Here, we investigated the effects of TPO/MPL ablation on marrow and splenic hematopoiesis in TPO-/- and MPL-/- mice during aging. Despite severe thrombocytopenia, TPO-/- and MPL-/- mice did not develop marrow failure during a 2-year follow-up. Marrow and splenic HSCs exhibited different responses to TPO/MPL ablation and exogenous TPO treatment. Splenic niche cells compensated for marrow HSC loss in TPO-/- and MPL-/- mice by upregulating CXCL12 levels. These findings provide new insights into the complex regulation of HSCs by TPO/MPL and reveal a previously unknown link between TPO and CXCL12, two key growth factors for HSC maintenance. Understanding the distinct regulatory mechanisms between marrow and spleen hematopoiesis will help to develop novel therapeutic approaches for hematopoietic disorders.

血小板生成素(TPO)及其受体MPL在造血干细胞(HSC)功能和血小板生成中发挥着至关重要的作用。然而,TPO/MPL 信号传导对不同造血龛位中造血干细胞调控的确切影响仍不清楚。在这里,我们研究了TPO/MPL消融对TPO-/-和MPL-/-小鼠在衰老过程中骨髓和脾脏造血的影响。尽管血小板严重减少,但 TPO-/- 和 MPL-/- 小鼠在两年的随访期间并未出现骨髓衰竭。骨髓和脾脏造血干细胞对TPO/MPL消减和外源性TPO治疗表现出不同的反应。在TPO-/-和MPL-/-小鼠体内,脾龛细胞通过上调CXCL12水平来补偿骨髓造血干细胞的损失。这些发现为TPO/MPL对造血干细胞的复杂调控提供了新的见解,并揭示了TPO和CXCL12这两种维持造血干细胞的关键生长因子之间以前未知的联系。了解骨髓和脾脏造血之间不同的调控机制将有助于开发治疗造血疾病的新方法。
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引用次数: 0
The LRRK2 kinase substrates RAB8a and RAB10 contribute complementary but distinct disease-relevant phenotypes in human neurons LRRK2 激酶底物 RAB8a 和 RAB10 在人类神经元中产生互补但不同的疾病相关表型
IF 5.9 2区 医学 Q1 Biochemistry, Genetics and Molecular Biology Pub Date : 2024-02-01 DOI: 10.1016/j.stemcr.2024.01.001
Adamantios Mamais, Anwesha Sanyal, Austin Fajfer, Catherine G. Zykoski, Michael Guldin, Alexis Riley-DiPaolo, Nitya Subrahmanian, Whitney Gibbs, Steven Lin, Matthew J. LaVoie

Mutations in the LRRK2 gene cause familial Parkinson’s disease presenting with pleomorphic neuropathology that can involve α-synuclein or tau accumulation. LRRK2 mutations are thought to converge upon a pathogenic increase in LRRK2 kinase activity. A subset of small RAB GTPases has been identified as LRRK2 substrates, with LRRK2-dependent phosphorylation resulting in RAB inactivation. We used CRISPR-Cas9 genome editing to generate a novel series of isogenic iPSC lines deficient in the two most well-validated LRRK2 substrates, RAB8a and RAB10, from deeply phenotyped healthy control lines. Thorough characterization of NGN2-induced neurons revealed opposing effects of RAB8a and RAB10 deficiency on lysosomal pH and Golgi organization, with isolated effects of RAB8a and RAB10 ablation on α-synuclein and tau, respectively. Our data demonstrate largely antagonistic effects of genetic RAB8a or RAB10 inactivation, which provide discrete insight into the pathologic features of their biochemical inactivation by pathogenic LRRK2 mutation in human disease.

LRRK2 基因突变会导致家族性帕金森病,表现为多形性神经病理学,可能涉及 α-突触核蛋白或 tau 累积。LRRK2 基因突变被认为是 LRRK2 激酶活性增加的致病因素。小型 RAB GTPases 子集已被鉴定为 LRRK2 底物,LRRK2 依赖性磷酸化导致 RAB 失活。我们利用 CRISPR-Cas9 基因组编辑技术,从深度表型的健康对照品系中产生了一系列新的同源 iPSC 品系,这些品系缺乏两种最有效的 LRRK2 底物 RAB8a 和 RAB10。对 NGN2 诱导的神经元进行的彻底表型分析表明,RAB8a 和 RAB10 的缺乏对溶酶体 pH 和高尔基体组织有相反的影响,而 RAB8a 和 RAB10 的消减分别对 α-突触核蛋白和 tau 有孤立的影响。我们的数据表明,遗传性 RAB8a 或 RAB10 失活在很大程度上具有拮抗作用,这为我们深入了解致病性 LRRK2 突变导致其生化失活在人类疾病中的病理特征提供了不同的视角。
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