Human Adult Glial Progenitors Are Transcriptionally Distinct from Their Fetal Counterparts [scRNA-seq]
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE165995 | GEO | 2024/01/29
REPOSITORIES: GEO
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Project description:Glial progenitor cells (GPCs), the primary source of oligodendrocytes and astrocytes in the human CNS, emerge during the 2nd trimester of human development and subsequently colonize the brain, where a pool remains throughout adulthood. While fetal GPCs are highly migratory and proliferative, there is evidence that their capacities diminish throughout aging or as a result of demyelination-induced exhaustion, thus compromising their ability to mobilize, remyelinate, and self-renew. To investigate this mechanism, we first utilized bulk and scRNA-Sequencing to characterize the human fetal GPC pool and leveraged these data to elucidate transcriptional discrepancies in adult human GPCs. This revealed age-induced transcriptional shifts towards loss of proliferative competency and the potential onset of senescence. Further, we inferred adult networks of direct repressive transcription factor activity that may drive functional decline during GPC aging. Finally, we coupled these data with miRNA profiling of both populations to establish both upstream and parallel arms of repression that may stifle the functional aptitude of aged GPCs. These identified upstream regulators may be ideal therapeutic targets toward rejuvenating GPCs crippled by mitotic exhaustion or aging.
2023-08-28 | GSE165994 | GEO
Project description:Genetic studies have suggested a role for glial pathology in the genesis of schizophrenia (SCZ). To assess the nature of SCZ-associated human glial dysfunction in vivo, we established human glial chimeric mice using glial progenitor cells (GPCs) produced from induced pluripotential cells (hiPSCs), derived from patients with juvenile-onset schizophrenia or healthy controls. To this end, hiPSC GPCs were implanted neonatally into either immunodeficient myelin wild-type mice, in which donor GPCs remained as progenitors or became astrocytes, or into myelin-deficient shiverer mice, in which the GPCs also gave rise to oligodendrocytes. When implanted into shiverers, the SCZ-derived GPCs exhibited less expansion in the white matter than did control GPCs, instead migrating prematurely into the cortex. The SCZ GPC-transplanted shiverers were consequently hypomyelinated relative to control GPC-engrafted mice. When established instead in myelin wild-type hosts, the SCZ hiPSC glial chimeras manifested markedly delayed and diminished astrocytic differentiation, which was associated with diminished prepulse inhibition and an aberrant behavioral phenotype across multiple modalities. Accordingly, RNA-seq revealed significant differences in both glial differentiation-associated and synaptic gene expression by SCZ GPCs. These data suggest a potent contribution of cell-autonomous glial dysfunction to the development of schizophrenia, and provide a model for the in vivo assessment of human glial pathology in this disorder.
2017-07-20 | GSE86906 | GEO
Project description:Gliomas are the most devastating of primary adult malignant brain tumors. These tumors are highly infiltrative and can arise from cells with extensive self-renewal capability and chemoresistance, frequently termed glioma-propagating cells (GPCs). GPCs are thus the plausible culprits of tumor recurrence. Treatment strategies that eradicate GPCs will greatly improve disease outcome. Such findings support the use of GPCs as in vitro cellular systems for small molecule screening. However, the nuances in utilizing GPCs as a cellular screening platform are not trivial. These slow-growing cells are typically cultured as suspension, spheroid structures in serum-free condition supplemented with growth factors. Consequently, replenishment of growth factors throughout the screening period must occur to maintain cells in their undifferentiated state, as the more lineage-committed, differentiated cells are less tumorigenic. We will present a case study of a small molecule screen conducted with GPCs and explain how unique sphere activity assays were implemented to distinguish drug efficacies against the long-term, self-renewing fraction, as opposed to transient-amplifying progenitors, latter of which are detected in conventional viability assays. We identified Pololike kinase 1 as a regulator of GPC survival. Finally, we leveraged on public glioma databases to illustrate GPC contribution to disease progression and patient survival outcome.
2012-08-02 | GSE36782 | GEO
Project description:Gliomas are the most devastating of primary adult malignant brain tumors. These tumors are highly infiltrative and can arise from cells with extensive self-renewal capability and chemoresistance, frequently termed glioma-propagating cells (GPCs). GPCs are thus the plausible culprits of tumor recurrence. Treatment strategies that eradicate GPCs will greatly improve disease outcome. Such findings support the use of GPCs as in vitro cellular systems for small molecule screening. However, the nuances in utilizing GPCs as a cellular screening platform are not trivial. These slow-growing cells are typically cultured as suspension, spheroid structures in serum-free condition supplemented with growth factors. Consequently, replenishment of growth factors throughout the screening period must occur to maintain cells in their undifferentiated state, as the more lineage-committed, differentiated cells are less tumorigenic. We will present a case study of a small molecule screen conducted with GPCs and explain how unique sphere activity assays were implemented to distinguish drug efficacies against the long-term, self-renewing fraction, as opposed to transient-amplifying progenitors, latter of which are detected in conventional viability assays. We identified Pololike kinase 1 as a regulator of GPC survival. Finally, we leveraged on public glioma databases to illustrate GPC contribution to disease progression and patient survival outcome. Total RNA from primary neurosphere culture of brain tumor specimens were hybridized in baseline condition. Specimens were obtained from 11 patients and replicate arrays were performed for all 11 neurosphere cultures.
2012-08-01 | E-GEOD-36782 | biostudies-arrayexpress
Project description:The molecular basis of astrocyte differentiation and maturation is poorly understood. As microRNAs have important roles in cell fate transitions, we set out to study their function during the glial progenitor cell (GPC) to astrocyte transition. Inducible deletion of all canonical microRNAs in GPCs in vitro led to a block in the differentiation to astrocytes. In an unbiased screen, the reintroduction of let-7 and miR-125 families of microRNAs rescued differentiation. Let-7 and miR-125 shared many targets and functioned in parallel to JAK-STAT signaling, a known regulator of astrogliogenesis. While individual knockdown of shared targets did not rescue the differentiation phenotype in microRNA-deficient GPCs, overexpression of these targets in wild-type GPCs blocked differentiation. This finding supports the idea that microRNAs simultaneously suppress multiple mRNAs that inhibit differentiation. The microRNA-regulated targets were enriched for genes downregulated during in vivo astrocyte differentiation and upregulated in glioblastomas, consistent with validity of using the in vitro model to study in vivo events. These findings provide insight into the microRNAs and the genes they regulate in this important cell fate transition. Small RNA profiling of 2 replicates of GPCs and astrocytes
2015-03-05 | E-GEOD-64661 | biostudies-arrayexpress
Project description:The molecular basis of astrocyte differentiation and maturation is poorly understood. Here we set out to study miRNA function during the glial progenitor cell (GPC) to astrocyte transition. Inducible deletion of all canonical microRNAs in GPCs in vitro led to a block in the differentiation to astrocytes. In an unbiased screen, the reintroduction of let-7 and miR-125 families of microRNAs rescued differentiation. Let-7 and miR-125 shared many targets and functioned in parallel to JAK-STAT signaling, a known regulator of astrogliogenesis. While individual knockdown of shared targets did not rescue the differentiation phenotype in microRNA-deficient GPCs, overexpression of these targets in wild-type GPCs blocked differentiation. This finding supports the idea that microRNAs simultaneously suppress multiple mRNAs that inhibit differentiation. The microRNA-regulated targets were enriched for genes downregulated during in vivo astrocyte differentiation and upregulated in glioblastomas, consistent with validity of using the in vitro model to study in vivo events. These findings provide insight into the microRNAs and the genes they regulate in this important cell fate transition.
2015-03-05 | GSE64637 | GEO
Project description:The molecular basis of astrocyte differentiation and maturation is poorly understood. As microRNAs have important roles in cell fate transitions, we set out to study their function during the glial progenitor cell (GPC) to astrocyte transition. Inducible deletion of all canonical microRNAs in GPCs in vitro led to a block in the differentiation to astrocytes. In an unbiased screen, the reintroduction of let-7 and miR-125 families of microRNAs rescued differentiation. Let-7 and miR-125 shared many targets and functioned in parallel to JAK-STAT signaling, a known regulator of astrogliogenesis. While individual knockdown of shared targets did not rescue the differentiation phenotype in microRNA-deficient GPCs, overexpression of these targets in wild-type GPCs blocked differentiation. This finding supports the idea that microRNAs simultaneously suppress multiple mRNAs that inhibit differentiation. The microRNA-regulated targets were enriched for genes downregulated during in vivo astrocyte differentiation and upregulated in glioblastomas, consistent with validity of using the in vitro model to study in vivo events. These findings provide insight into the microRNAs and the genes they regulate in this important cell fate transition.
2015-03-05 | GSE64661 | GEO
Project description:Skeletal muscle plays a central role in the regulation of systemic metabolism during lifespan. With aging, muscle mediated metabolic homeostasis is perturbed, contributing to the onset of multiple chronic diseases. Our knowledge on the mechanisms responsible for this age-related perturbation is limited, as it is difficult to distinguish between correlation and causality of molecular changes in muscle aging. Glycerophosphocholine phosphodiesterase 1 (GPCPD1) is a highly abundant muscle enzyme responsible for the hydrolysis of the lipid glycerophosphocholine (GPC). The physiological function of GPCPD1 remained largely unknown. Here, we report that the GPCPD1-GPC metabolic pathway is dramatically perturbed in the aged muscle. Muscle-specific inactivation of Gpcpd1 resulted in severely affected glucose metabolism, without affecting muscle development. This pathology was muscle specific and did not occur in white fat-, brown fat- and liver-deficient Gpcpd1 deficient mice. Moreover, in the muscle specific mutant mice, glucose intolerance was markedly accelerated under high sugar and high fat diet. Mechanistically, Gpcpd1 deficiency results in accumulation of GPC, without any other significant changes in the global lipidome. This causes an “aged-like” transcriptomic signature in young Gpcpd1 deficient muscles and impaired insulin signaling. Finally, we report that GPC levels are markedly perturbed in muscles from both aged humans and patients with Type 2 diabetes, with a high correlation between GPC levels and increased chronological age. Our findings show the novel and critical physiological function of GPCPD1-GPC metabolic pathway to glucose metabolism, and the perturbation of this pathway with aging, which may contribute to glucose intolerance in aging.
2024-06-10 | GSE245285 | GEO
Project description:Aims: We explore the role of elevated O2-:H2O2 ratio as a prosurvival signal in glioma-propagating cells (GPCs). We hypothesize that depleting this ratio sensitizes GPCs to apoptotic triggers. Results: We observed that elevated O2-:H2O2 ratio conferred enhanced resistance in GPCs, and depletion of this ratio by pharmacological and genetic methods sensitized cells to apopotic triggers. We established the ROS Index as a quantitative measure of normalized O2-:H2O2 ratio and determined its utility in predicting chemosensitivity. Importantly, mice implanted with GPCs of reduced ROS Index demonstrated extended survival. Analysis of tumor sections revealed effective targeting of CD133- and nestin-expressing neural precursors. Furthermore, we established the Connectivity Map to interrogate a gene signature derived from varied ROS Index for patterns of association with individual patient gene expression in 2 clinical databases. We showed that patients with reduced ROS Index demonstrate better survival. These data provide clinical evidence for the viability of our O2-:H2O2-mediated chemosensitivity profiles. Innovation and Conclusion: Gliomas are notoriously recurrent and highly infiltrative, and have been shown to arise from stem-like cells. We implicate elevated O2-:H2O2 ratio as a prosurvival signal in GPC self-renewal and proliferation. The ROS Index provides quantification of O2-:H2O2-mediated chemosensitivity, an advancement in a previously qualitative field. Intriguingly, glioma patients with reduced ROS Index correlate with longer survival and the Proneural molecular classification, a feature frequently associated with tumors of better prognosis. These data emphasize the feasibility of manipulating the O2-:H2O2 ratio as a therapeutic strategy. Total RNA from primary neurosphere culture of brain tumor specimens treated with DPI and DDC as well as non-treated CD133+ and CD133- fractions were compared. Specimens were obtained from 3 patients and replicate arrays were performed for all 3 neurosphere cultures.
2013-03-13 | E-GEOD-32335 | biostudies-arrayexpress
Project description:Aims: We explore the role of elevated O2-:H2O2 ratio as a prosurvival signal in glioma-propagating cells (GPCs). We hypothesize that depleting this ratio sensitizes GPCs to apoptotic triggers. Results: We observed that elevated O2-:H2O2 ratio conferred enhanced resistance in GPCs, and depletion of this ratio by pharmacological and genetic methods sensitized cells to apopotic triggers. We established the ROS Index as a quantitative measure of normalized O2-:H2O2 ratio and determined its utility in predicting chemosensitivity. Importantly, mice implanted with GPCs of reduced ROS Index demonstrated extended survival. Analysis of tumor sections revealed effective targeting of CD133- and nestin-expressing neural precursors. Furthermore, we established the Connectivity Map to interrogate a gene signature derived from varied ROS Index for patterns of association with individual patient gene expression in 2 clinical databases. We showed that patients with reduced ROS Index demonstrate better survival. These data provide clinical evidence for the viability of our O2-:H2O2-mediated chemosensitivity profiles. Innovation and Conclusion: Gliomas are notoriously recurrent and highly infiltrative, and have been shown to arise from stem-like cells. We implicate elevated O2-:H2O2 ratio as a prosurvival signal in GPC self-renewal and proliferation. The ROS Index provides quantification of O2-:H2O2-mediated chemosensitivity, an advancement in a previously qualitative field. Intriguingly, glioma patients with reduced ROS Index correlate with longer survival and the Proneural molecular classification, a feature frequently associated with tumors of better prognosis. These data emphasize the feasibility of manipulating the O2-:H2O2 ratio as a therapeutic strategy.
2013-03-13 | GSE32335 | GEO