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Lung cancer intravasation-on-a-chip:Visualization and machine learning-assisted automatic quantification
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作者 Christy Wing Tung Wong Joyce Zhi Xuen Lee +7 位作者 anna Jaeschke Sammi Sze Ying Ng Kwok Keung Lit Ho-Ying Wan Caroline Kniebs Dai Fei Elmer Ker Rocky S.Tuan anna blocki 《Bioactive Materials》 2025年第9期858-875,共18页
During lung cancer metastasis,tumor cells undergo epithelial-to-mesenchymal transition(EMT),enabling them to intravasate through the vascular barrier and enter the circulation before colonizing secondary sites.Here,a ... During lung cancer metastasis,tumor cells undergo epithelial-to-mesenchymal transition(EMT),enabling them to intravasate through the vascular barrier and enter the circulation before colonizing secondary sites.Here,a human in vitro microphysiological model of EMT-driven lung cancer intravasation-on-a-chip was developed and coupled with machine learning(ML)-assisted automatic identification and quantification of intravasation events.A robust EMT-inducing cocktail(EMT-IC)was formulated by augmenting macrophage-conditioned medium with transforming growth factor-β1.When introduced into microvascular networks(MVNs)in microfluidic devices,EMT-IC did not affect MVN stability and physiologically relevant barrier functions.To model lung cancer intravasation on-a-chip,EMT-IC was supplemented into co-cultures of lung tumor micromasses and MVNs.Wihin 24 h of exposure,EMT-IC facilitated the insertion of membrane protrusions of migratory A549 cells into microvascular structures,followed by successful intravasation.EMT-IC reduced key basement membrane and vascular junction proteins-laminin and VE-Cadherin-rendering vessel walls more permissive to intravasating cells.ML-assisted vessel segmentation combined with co-localization analysis to detect intravasation events confirmed that EMT induction significantly increased the number of intravasation events.Introducing metastatic(NCI-H1975)and non-metastatic(BEAS-2B)cell lines demonstrated that both,baseline intravasation potential and responsiveness to EMT-IC,are reflected in the metastatic predisposition of lung cancer cell lines,highlighting the model’s universal applicability and cell-specific sensitivity.The reproducible detection of intravasation events in the established model provides a physiologically relevant platform to study processes of cancer metastasis with high spatio-temporal resolution and short timeframe.This approach holds promise for improved drug development and informed personalized patient treatment plans. 展开更多
关键词 Cancer intravasation Lung cancer Epithelial-to-mesenchymal transition(EMT) MACROPHAGES Transforming growth factor-beta 1(TGF-β1) Microfluidic devices Machine learning-assisted image processing Image segmentation Pattern recognition Random forest
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Engineering microparticles based on solidified stem cell secretome with an augmented pro-angiogenic factor portfolio for therapeutic angiogenesis 被引量:2
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作者 Thomas Spater Marisa Assunçao +14 位作者 Kwok Keung Lit Guidong Gong Xiaoling Wang Yi-Yun Chen Ying Rao Yucong Li Chi Him Kendrick Yiu Matthias W.Laschke Michael D.Menger Dan Wang Rocky S.Tuan Kay-Hooi Khoo Michael Raghunath Junling Guo anna blocki 《Bioactive Materials》 SCIE 2022年第11期526-541,共16页
Tissue (re)vascularization strategies face various challenges, as therapeutic cells do not survive long enough in situ, while the administration of pro-angiogenic factors is hampered by fast clearance and insufficient... Tissue (re)vascularization strategies face various challenges, as therapeutic cells do not survive long enough in situ, while the administration of pro-angiogenic factors is hampered by fast clearance and insufficient ability to emulate complex spatiotemporal signaling. Here, we propose to address these limitations by engineering a functional biomaterial capable of capturing and concentrating the pro-angiogenic activities of mesenchymal stem cells (MSCs). In particular, dextran sulfate, a high molecular weight sulfated glucose polymer, supplemented to MSC cul-tures, interacts with MSC-derived extracellular matrix (ECM) components and facilitates their co-assembly and accumulation in the pericellular space. Upon decellularization, the resulting dextran sulfate-ECM hybrid material can be processed into MIcroparticles of SOlidified Secretome (MIPSOS). The insoluble format of MIPSOS protects protein components from degradation, while facilitating their sustained release. Proteomic analysis demonstrates that MIPSOS are highly enriched in pro-angiogenic factors, resulting in an enhanced pro-angiogenic bioactivity when compared to naïve MSC-derived ECM (cECM). Consequently, intravital microscopy of full-thickness skin wounds treated with MIPSOS demonstrates accelerated revascularization and healing, far superior to the ther-apeutic potential of cECM. Hence, the microparticle-based solidified stem cell secretome provides a promising platform to address major limitations of current therapeutic angiogenesis approaches. 展开更多
关键词 Dextran sulfate Extracellular matrix Mesenchymal stem cells Therapeutic angiogenesis Wound healing Poly-electrolyte-driven co-assembly
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