Dynamic Change of PD‐L2 on Circulating Plasma Extracellular Vesicles as a Predictor of Treatment Response in Melanoma Patients Receiving Anti‐PD‐1 Therapy
ABSTRACTImmune checkpoint inhibitors (ICIs) have provided new hope for melanoma patients,however,not all patients benefit. Furthermore,ICI‐related therapies cause significant immune‐related adverse events that adversely affect patient outcomes. Therefore,there is a pressing need for reliable biomarkers to identify patients most likely to benefit from these treatments. In this study,we employed an extracellular vesicles (EVs) protein expression array to explore the longitudinal membrane protein profiles of plasma‐derived EVs from 32 melanoma patients receiving anti‐PD‐1 and anti‐angiogenesis therapy at baseline and early treatment. We found that the dynamic changes in PD‐L2 on the EV membrane were associated with treatment response and patient survival. The dynamic change of EV PD‐L2 as an indication of treatment efficacy was validated in an independent cohort of melanoma patients treated with anti‐PD‐1 monotherapy. Plasma‐derived PD‐L2+ EVs from patients with mucosal melanoma significantly reduced the frequency of granzyme B+ CD8 T cells within the peripheral blood mononuclear cells (PBMCs) of healthy individuals. The inhibitory effect of PD‐L2+ EVs on CD8 T cells was further validated using human melanoma cell lines and the B16‐F10 mouse model. Although intratumoural injection of PD‐L2+ EVs could promote melanoma growth in vivo,tumours with PD‐L2+ EVs showed a higher response to anti‐PD‐1 than those without PD‐L2+ EVs. Collectively,our study demonstrates that PD‐L2+ EVs inhibit CD8 T cell activation and promote melanoma growth,and changes in PD‐L2 on circulating EVs during early treatment could serve as a biomarker for ICI‐based therapy.
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Xia G and Ashizawa T (JUN 2015)
Histochemistry and cell biology 143 6 557--64
Dynamic changes of nuclear RNA foci in proliferating DM1 cells.
Nuclear RNA foci are molecular hallmarks of myotonic dystrophy type 1 (DM1). However,no designated study has investigated their formation and changes in proliferating cells. Proliferating cells,as stem cells,consist of an important cellular pool in the human body. The revelation of foci changes in these cells might shed light on the effects of the mutation on these specific cells and tissues. In this study,we used human DM1 iPS-cell-derived neural stem cells (NSCs) as cellular models to investigate the formation and dynamic changes of RNA foci in proliferating cells. Human DM1 NSCs derived from human DM1 iPS cells were cultured under proliferation conditions and nonproliferation conditions following mitomycin C treatment. The dynamic changes of foci during the cell cycle were investigated by fluorescence in situ hybridization. We found RNA foci formed and dissociated during the cell cycle. Nuclear RNA foci were most prominent in number and size just prior to entering mitosis (early prophase). During mitosis,most foci disappeared. After entering interphase,RNA foci accumulated again in the nuclei. After stopping cell dividing by treatment of mitomycin C,the number of nuclear RNA foci increased significantly. In summary,DM1 NSC nuclear RNA foci undergo dynamic changes during cell cycle,and mitosis is a mechanism to decrease foci load in the nuclei,which may explain why dividing cells are less affected by the mutation. The dynamic changes need to be considered when using foci as a marker to monitor the effects of therapeutic drugs.
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Hawkins RD et al. (OCT 2011)
Cell Research 21 10 1393--1409
Dynamic chromatin states in human ES cells reveal potential regulatory sequences and genes involved in pluripotency.
Pluripotency,the ability of a cell to differentiate and give rise to all embryonic lineages,defines a small number of mammalian cell types such as embryonic stem (ES) cells. While it has been generally held that pluripotency is the product of a transcriptional regulatory network that activates and maintains the expression of key stem cell genes,accumulating evidence is pointing to a critical role for epigenetic processes in establishing and safeguarding the pluripotency of ES cells,as well as maintaining the identity of differentiated cell types. In order to better understand the role of epigenetic mechanisms in pluripotency,we have examined the dynamics of chromatin modifications genome-wide in human ES cells (hESCs) undergoing differentiation into a mesendodermal lineage. We found that chromatin modifications at promoters remain largely invariant during differentiation,except at a small number of promoters where a dynamic switch between acetylation and methylation at H3K27 marks the transition between activation and silencing of gene expression,suggesting a hierarchy in cell fate commitment over most differentially expressed genes. We also mapped over 50 000 potential enhancers,and observed much greater dynamics in chromatin modifications,especially H3K4me1 and H3K27ac,which correlate with expression of their potential target genes. Further analysis of these enhancers revealed potentially key transcriptional regulators of pluripotency and a chromatin signature indicative of a poised state that may confer developmental competence in hESCs. Our results provide new evidence supporting the role of chromatin modifications in defining enhancers and pluripotency.
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Li J-YY et al. (AUG 2012)
PLoS genetics 8 8 e1002879
Dynamic distribution of linker histone H1.5 in cellular differentiation.
Linker histones are essential components of chromatin,but the distributions and functions of many during cellular differentiation are not well understood. Here,we show that H1.5 binds to genic and intergenic regions,forming blocks of enrichment,in differentiated human cells from all three embryonic germ layers but not in embryonic stem cells. In differentiated cells,H1.5,but not H1.3,binds preferentially to genes that encode membrane and membrane-related proteins. Strikingly,37% of H1.5 target genes belong to gene family clusters,groups of homologous genes that are located in proximity to each other on chromosomes. H1.5 binding is associated with gene repression and is required for SIRT1 binding,H3K9me2 enrichment,and chromatin compaction. Depletion of H1.5 results in loss of SIRT1 and H3K9me2,increased chromatin accessibility,deregulation of gene expression,and decreased cell growth. Our data reveal for the first time a specific and novel function for linker histone subtype H1.5 in maintenance of condensed chromatin at defined gene families in differentiated human cells.
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Ahn Y-T et al. (JAN 2007)
Molecular and cellular biology 27 1 253--66
Dynamic interplay of transcriptional machinery and chromatin regulates late" expression of the chemokine RANTES in T lymphocytes."
The chemokine RANTES (regulated upon activation normal T cell expressed and secreted) is expressed late" (3 to 5 days) after activation in T lymphocytes. In order to understand the molecular events that accompany changes in gene expression�
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(Apr 2024)
Communications Biology 7
Dynamic molecular network analysis of iPSC-Purkinje cells differentiation delineates roles of ISG15 in SCA1 at the earliest stage
Better understanding of the earliest molecular pathologies of all neurodegenerative diseases is expected to improve human therapeutics. We investigated the earliest molecular pathology of spinocerebellar ataxia type 1 (SCA1),a rare familial neurodegenerative disease that primarily induces death and dysfunction of cerebellum Purkinje cells. Extensive prior studies have identified involvement of transcription or RNA-splicing factors in the molecular pathology of SCA1. However,the regulatory network of SCA1 pathology,especially central regulators of the earliest developmental stages and inflammatory events,remains incompletely understood. Here,we elucidated the earliest developmental pathology of SCA1 using originally developed dynamic molecular network analyses of sequentially acquired RNA-seq data during differentiation of SCA1 patient-derived induced pluripotent stem cells (iPSCs) to Purkinje cells. Dynamic molecular network analysis implicated histone genes and cytokine-relevant immune response genes at the earliest stages of development,and revealed relevance of ISG15 to the following degradation and accumulation of mutant ataxin-1 in Purkinje cells of SCA1 model mice and human patients. Molecular changes in neurodegeneration occur much earlier than previously expected. In this study,dynamic molecular network analysis of iPSC differentiation uncovers a temporal pathway from histone to ISG15 with the earliest molecular changes of SCA1.
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Kong E et al. (MAR 2013)
Journal of Biological Chemistry 288 13 9112--9125
Dynamic Palmitoylation Links Cytosol-Membrane Shuttling of Acyl-protein Thioesterase-1 and Acyl-protein Thioesterase-2 with That of Proto-oncogene H-Ras Product and Growth-associated Protein-43
Acyl-protein thioesterase-1 (APT1) and APT2 are cytosolic enzymes that catalyze depalmitoylation of membrane-anchored,palmitoylated H-Ras and growth-associated protein-43 (GAP-43),respectively. However,the mechanism(s) of cytosol-membrane shuttling of APT1 and APT2,required for depalmitoylating their substrates H-Ras and GAP-43,respectively,remained largely unknown. Here,we report that both APT1 and APT2 undergo palmitoylation on Cys-2. Moreover,blocking palmitoylation adversely affects membrane localization of both APT1 and APT2 and that of their substrates. We also demonstrate that APT1 not only catalyzes its own depalmitoylation but also that of APT2 promoting dynamic palmitoylation (palmitoylation-depalmitoylation) of both thioesterases. Furthermore,shRNA suppression of APT1 expression or inhibition of its thioesterase activity by palmostatin B markedly increased membrane localization of APT2,and shRNA suppression of APT2 had virtually no effect on membrane localization of APT1. In addition,mutagenesis of the active site Ser residue to Ala (S119A),which renders catalytic inactivation of APT1,also increased its membrane localization. Taken together,our findings provide insight into a novel mechanism by which dynamic palmitoylation links cytosol-membrane trafficking of APT1 and APT2 with that of their substrates,facilitating steady-state membrane localization and function of both.
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D. Barozzi et al. (Jul 2025)
Cell Reports Methods 5 7
Dynamic stimulation promotes functional tissue-like organization of a 3D human lymphoid microenvironment model in vitro
This work focused on generating a three-dimensional (3D) in vitro dynamic model to study chronic lymphocytic leukemia (CLL) cell dissemination,homing,and mechanisms of therapy resistance. We used a gelatin-based,hard porous biomaterial as a support matrix to develop 3D tissue-like models of the human lymph node and bone marrow,which were matured inside bioreactors under dynamic perfusion of medium. Comparing static and dynamic cultures of these 3D constructs revealed that perfusion promoted a tissue-like internal organization of cells,characterized by the expression of specific functional markers and deposition of an intricate extracellular matrix protein network. Recirculation of CLL cells within the dynamic system led to changes in leukemic cell behavior and in the expression of key markers involved in tumor progression. These findings suggest that the model is well suited for investigating the pathophysiological mechanisms of CLL and potentially other hematological malignancies.
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(Dec 2024)
Stem Cell Research & Therapy 15 14
Dynamic three dimensional environment for efficient and large scale generation of smooth muscle cells from hiPSCs
BackgroundChronic ischemic limb disease often leads to amputation,which remains a significant clinical problem. Smooth-muscle cells (SMCs) are crucially involved in the development and progression of many cardiovascular diseases,but studies with primary human SMCs have been limited by a lack of availability. Here,we evaluated the efficiency of two novel protocols for differentiating human induced-pluripotent stem cells (hiPSCs) into SMCs and assessed their potency for the treatment of ischemic limb disease.MethodshiPSCs were differentiated into SMCs via a conventional two-dimensional (2D) protocol that was conducted entirely with cell monolayers,or via two protocols that consisted of an initial five-day three-dimensional (3D) spheroid phase followed by a six-day 2D monolayer phase (3D?+?2D differentiation). The 3D phases were conducted in shaker flasks on an orbital shaker (the 3D?+?2D shaker protocol) or in a PBS bioreactor (the 3D?+?2D bioreactor protocol). Differentiation efficiency was evaluated via the expression of SMC markers (smooth-muscle actin [SMA],smooth muscle protein 22 [SM22],and Calponin-1),and the biological activity of the differentiated hiPSC-SMCs was evaluated via in-vitro assessments of migration (scratch assay),contraction in response to the treatment with a prostaglandin H2 analog (U46619),and tube formation on Geltrex,as well as in-vivo measurements of perfusion (fluorescence angiography) and vessel density in the limbs of mice that were treated with hiPSC-SMCs after experimentally induced hind-limb ischemia (HLI).ResultsBoth 3D?+?2D protocols yielded?>?5.6?×?107 hiPSC-SMCs/differentiation,which was?~?nine-fold more than that produced via 2D differentiation,and flow cytometry analyses confirmed that?>?98% of the 3D?+?2D-differentiated hiPSC-SMCs expressed SMA,?>?81% expressed SM22,and?>?89% expressed Calponin-1. hiPSC-SMCs obtained via the 3D?+?2D shaker protocol also displayed typical SMC-like migratory,contraction,and tube-formation activity in-vitro and significantly improved measurements of perfusion,vessel density,and SMA-positive arterial density in the ischemic limb of mouse HLI model.ConclusionsOur dynamic 3D?+?2D protocols produced an exceptionally high yield of hiPSC-SMCs. Transplantation of these hiPSC-SMCs results in significantly improved recovery of ischemic limb after ischemic injury in mice.
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Dynamic transcription of distinct classes of endogenous retroviral elements marks specific populations of early human embryonic cells.
About half of the human genome consists of highly repetitive elements,most of which are considered dispensable for human life. Here,we report that repetitive elements originating from endogenous retroviruses (ERVs) are systematically transcribed during human early embryogenesis in a stage-specific manner. Our analysis highlights that the long terminal repeats (LTRs) of ERVs provide the template for stage-specific transcription initiation,thereby generating hundreds of co-expressed,ERV-derived RNAs. Conversion of human embryonic stem cells (hESCs) to an epiblast-like state activates blastocyst-specific ERV elements,indicating that their activity dynamically reacts to changes in regulatory networks. In addition to initiating stage-specific transcription,many ERV families contain preserved splice sites that join the ERV segment with non-ERV exons in their genomic vicinity. In summary,we find that ERV expression is a hallmark of cellular identity and cell potency that characterizes the cell populations in early human embryos.
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Ji H et al. (JAN 2015)
The Journal of allergy and clinical immunology 135 1 236--244
Dynamic transcriptional and epigenomic reprogramming from pediatric nasal epithelial cells to induced pluripotent stem cells
BACKGROUND Induced pluripotent stem cells (iPSCs) hold tremendous potential,both as a biological tool to uncover the pathophysiology of disease by creating relevant human cell models and as a source of cells for cell-based therapeutic applications. Studying the reprogramming process will also provide significant insight into tissue development. OBJECTIVE We sought to characterize the derivation of iPSC lines from nasal epithelial cells (NECs) isolated from nasal mucosa samples of children,a highly relevant and easily accessible tissue for pediatric populations. METHODS We performed detailed comparative analysis on the transcriptomes and methylomes of NECs,iPSCs derived from NECs (NEC-iPSCs),and embryonic stem cells (ESCs). RESULTS NEC-iPSCs express pluripotent cell markers,can differentiate into all 3 germ layers in vivo and in vitro,and have a transcriptome and methylome remarkably similar to those of ESCs. However,residual DNA methylation marks exist,which are differentially methylated between NEC-iPSCs and ESCs. A subset of these methylation markers related to epithelium development and asthma and specific to NEC-iPSCs persisted after several passages in vitro,suggesting the retention of an epigenetic memory of their tissue of origin. Our analysis also identified novel candidate genes with dynamic gene expression and DNA methylation changes during reprogramming,which are indicative of possible roles in airway epithelium development. CONCLUSION NECs are an excellent tissue source to generate iPSCs in pediatric asthmatic patients,and detailed characterization of the resulting iPSC lines would help us better understand the reprogramming process and retention of epigenetic memory.
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A. J. Hoogendijk et al. (nov 2019)
Cell reports 29 8 2505--2519.e4
Dynamic Transcriptome-Proteome Correlation Networks Reveal Human Myeloid Differentiation and Neutrophil-Specific Programming.
Human neutrophilic granulocytes form the largest pool of innate immune cells for host defense against bacterial and fungal pathogens. The dynamic changes that accompany the metamorphosis from a proliferating myeloid progenitor cell in the bone marrow into a mature non-dividing polymorphonuclear blood cell have remained poorly defined. Using mass spectrometry-based quantitative proteomics combined with transcriptomic data,we report on the dynamic changes of five developmental stages in the bone marrow and blood. Integration of transcriptomes and proteome unveils highly dynamic and differential interactions between RNA and protein kinetics during human neutrophil development,which can be linked to functional maturation of typical end-stage blood neutrophil killing activities.
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