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1.
Nat Commun ; 14(1): 535, 2023 02 01.
Article in English | MEDLINE | ID: mdl-36726011

ABSTRACT

Adult stem cells are indispensable for tissue regeneration, but their function declines with age. The niche environment in which the stem cells reside plays a critical role in their function. However, quantification of the niche effect on stem cell function is lacking. Using muscle stem cells (MuSC) as a model, we show that aging leads to a significant transcriptomic shift in their subpopulations accompanied by locus-specific gain and loss of chromatin accessibility and DNA methylation. By combining in vivo MuSC transplantation and computational methods, we show that the expression of approximately half of all age-altered genes in MuSCs from aged male mice can be restored by exposure to a young niche environment. While there is a correlation between gene reversibility and epigenetic alterations, restoration of gene expression occurs primarily at the level of transcription. The stem cell niche environment therefore represents an important therapeutic target to enhance tissue regeneration in aging.


Subject(s)
Adult Stem Cells , Muscle, Skeletal , Male , Mice , Animals , Muscle, Skeletal/metabolism , Muscle Fibers, Skeletal , Stem Cells/metabolism , Aging/physiology
2.
Genome Biol ; 23(1): 151, 2022 07 07.
Article in English | MEDLINE | ID: mdl-35799193

ABSTRACT

BACKGROUND: While methylation of CpG dinucleotides is traditionally considered antagonistic to the DNA-binding activity of most transcription factors (TFs), recent in vitro studies have revealed a more complex picture, suggesting that over a third of TFs may preferentially bind to methylated sequences. Expanding these in vitro observations to in vivo TF binding preferences is challenging since the effect of methylation of individual CpG sites cannot be easily isolated from the confounding effects of DNA accessibility and regional DNA methylation. Thus, in vivo methylation preferences of most TFs remain uncharacterized. RESULTS: We introduce joint accessibility-methylation-sequence (JAMS) models, which connect the strength of the binding signal observed in ChIP-seq to the DNA accessibility of the binding site, regional methylation level, DNA sequence, and base-resolution cytosine methylation. We show that JAMS models quantitatively explain TF occupancy, recapitulate cell type-specific TF binding, and have high positive predictive value for identification of TFs affected by intra-motif methylation. Analysis of 2209 ChIP-seq experiments results in high-confidence JAMS models for 260 TFs, revealing a negative association between in vivo TF occupancy and intra-motif methylation for 45% of studied TFs, as well as 16 TFs that are predicted to bind to methylated sites, including 11 novel methyl-binding TFs mostly from the multi-zinc finger family. CONCLUSIONS: Our study substantially expands the repertoire of in vivo methyl-binding TFs, but also suggests that most TFs that prefer methylated CpGs in vitro present themselves as methylation agnostic in vivo, potentially due to the balancing effect of competition with other methyl-binding proteins.


Subject(s)
DNA Methylation , Transcription Factors , Binding Sites , Cytosine , DNA/metabolism , Protein Binding , Transcription Factors/metabolism
3.
Cell Rep ; 36(9): 109647, 2021 08 31.
Article in English | MEDLINE | ID: mdl-34469737

ABSTRACT

Brain tumor stem cells (BTSCs) and intratumoral heterogeneity represent major challenges in glioblastoma therapy. Here, we report that the LGALS1 gene, encoding the carbohydrate binding protein, galectin1, is a key regulator of BTSCs and glioblastoma resistance to therapy. Genetic deletion of LGALS1 alters BTSC gene expression profiles and results in downregulation of gene sets associated with the mesenchymal subtype of glioblastoma. Using a combination of pharmacological and genetic approaches, we establish that inhibition of LGALS1 signaling in BTSCs impairs self-renewal, suppresses tumorigenesis, prolongs lifespan, and improves glioblastoma response to ionizing radiation in preclinical animal models. Mechanistically, we show that LGALS1 is a direct transcriptional target of STAT3 with its expression robustly regulated by the ligand OSM. Importantly, we establish that galectin1 forms a complex with the transcription factor HOXA5 to reprogram the BTSC transcriptional landscape. Our data unravel an oncogenic signaling pathway by which the galectin1/HOXA5 complex maintains BTSCs and promotes glioblastoma.


Subject(s)
Brain Neoplasms/metabolism , Galectin 1/metabolism , Glioblastoma/metabolism , Neoplastic Stem Cells/metabolism , Transcription, Genetic , Aged , Animals , Antineoplastic Agents/pharmacology , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Brain Neoplasms/radiotherapy , Calixarenes/pharmacology , Cell Line, Tumor , Cell Proliferation , Cell Self Renewal , ErbB Receptors/genetics , ErbB Receptors/metabolism , Galectin 1/antagonists & inhibitors , Galectin 1/genetics , Gene Expression Regulation, Neoplastic , Glioblastoma/genetics , Glioblastoma/pathology , Glioblastoma/radiotherapy , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Humans , Male , Mice, SCID , Middle Aged , Mutation , Neoplastic Stem Cells/pathology , Neoplastic Stem Cells/radiation effects , Radiation Tolerance , Radiation-Sensitizing Agents/pharmacology , STAT3 Transcription Factor/genetics , STAT3 Transcription Factor/metabolism , Signal Transduction , Xenograft Model Antitumor Assays
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