将分泌组与工程骨髓龛中造血干细胞表型的转变联系起来。

IF 1.5 4区 生物学 Q4 CELL BIOLOGY Integrative Biology Pub Date : 2020-07-10 DOI:10.1093/intbio/zyaa013
Aidan E Gilchrist, Brendan A C Harley
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引用次数: 0

摘要

造血干细胞(HSCs)主要存活在骨髓中,接受来自局部微环境的外部提示。由生物物理线索、细胞成分和细胞分泌因子组成的复杂环境调节着造血干细胞生成血液和免疫系统的过程。我们以前的研究表明,在甲基丙烯酰胺功能化明胶(GelMA)水凝胶中,原代小鼠造血干细胞和祖细胞与骨髓间充质基质细胞和祖细胞(MSPCs)直接共培养可改善造血祖细胞的维持。然而,MSPCs 影响造血干细胞命运决定的机制仍然未知。在此,我们报告了利用蛋白质组分析将造血干细胞表型与间充质和造血祖细胞联合产生的 200 种可溶性因子的广泛候选库相关联的情况。偏最小二乘回归(PLSR)和迭代过滤法确定了 TGFβ-1、MMP-3、c-RP 和 TROY 与造血干细胞的维持呈正相关。实验结果表明,用这些联合细胞因子刺激 GelMA 水凝胶中的造血干细胞单培养物,7 天培养后,造血祖细胞与固定祖细胞的比例比未受刺激的单培养物增加了 7.52 ± 3.65 倍。研究结果表明,降选细胞因子鸡尾酒能放大造血干细胞的造血维持潜能,超过了单独使用 MSPC 分泌因子的效果。这项工作整合了经验和计算方法,以确定细胞因子组合,从而改善造血干细胞在工程化造血干细胞生态位中的维持,为确定造血干细胞扩增的无饲养者培养平台提供了一条途径。启示 人工生态位中的造血干细胞以可溶性因子的形式接收来自造血和间充质祖细胞的维持线索。通过蛋白质组回归分析,我们确定了在骨髓龛生物材料模型中培养期间与维持造血表型相关的一组可溶性因子。我们确定了一种最低限度的鸡尾酒因子,无论是否存在间充质馈源细胞,它都能促进明胶基培养物的造血维持潜能。通过结合经验和计算方法,我们从一个大型数据集中报告了实验上可行的因子数量,从而将可溶性因子外源整合到工程造血干细胞中,增强静止干细胞群的维持潜能。
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Connecting secretome to hematopoietic stem cell phenotype shifts in an engineered bone marrow niche.

Hematopoietic stem cells (HSCs) primarily reside in the bone marrow, where they receive external cues from their local microenvironment. The complex milieu of biophysical cues, cellular components and cell-secreted factors regulates the process by which HSC produce the blood and immune system. We previously showed direct coculture of primary murine hematopoietic stem and progenitor cells with a population of marrow-derived mesenchymal stromal and progenitor cells (MSPCs) in a methacrylamide-functionalized gelatin (GelMA) hydrogel improves hematopoietic progenitor maintenance. However, the mechanism by which MSPCs influenced HSC fate decisions remained unknown. Herein, we report the use of proteomic analysis to correlate HSC phenotype to a broad candidate pool of 200 soluble factors produced by combined mesenchymal and hematopoietic progeny. Partial least squares regression (PLSR), along with an iterative filter method, identified TGFβ-1, MMP-3, c-RP and TROY as positively correlated with HSC maintenance. Experimentally, we then observe exogenous stimulation of HSC monocultures in GelMA hydrogels with these combined cytokines increases the ratio of hematopoietic progenitors to committed progeny after a 7-day culture 7.52 ± 3.65-fold compared to non-stimulated monocultures. Findings suggest a cocktail of the downselected cytokines amplifies hematopoietic maintenance potential of HSCs beyond that of MSPC-secreted factors alone. This work integrates empirical and computation methods to identify cytokine combinations to improve HSC maintenance within an engineered HSC niche, suggesting a route toward identifying feeder-free culture platforms for HSC expansion. Insight Hematopoietic stem cells within an artificial niche receive maintenance cues in the form of soluble factors from hematopoietic and mesenchymal progeny. Applying a proteomic regression analysis, we identify a reduced set of soluble factors correlated to maintenance of a hematopoietic phenotype during culture in a biomaterial model of the bone marrow niche. We identify a minimum factor cocktail that promotes hematopoietic maintenance potential in a gelatin-based culture, regardless of the presence of mesenchymal feeder cells. By combining empirical and computational methods, we report an experimentally feasible number of factors from a large dataset, enabling exogenous integration of soluble factors into an engineered hematopoietic stem cell for enhanced maintenance potential of a quiescent stem cell population.

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来源期刊
Integrative Biology
Integrative Biology 生物-细胞生物学
CiteScore
4.90
自引率
0.00%
发文量
15
审稿时长
1 months
期刊介绍: Integrative Biology publishes original biological research based on innovative experimental and theoretical methodologies that answer biological questions. The journal is multi- and inter-disciplinary, calling upon expertise and technologies from the physical sciences, engineering, computation, imaging, and mathematics to address critical questions in biological systems. Research using experimental or computational quantitative technologies to characterise biological systems at the molecular, cellular, tissue and population levels is welcomed. Of particular interest are submissions contributing to quantitative understanding of how component properties at one level in the dimensional scale (nano to micro) determine system behaviour at a higher level of complexity. Studies of synthetic systems, whether used to elucidate fundamental principles of biological function or as the basis for novel applications are also of interest.
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