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1.
Nat Biotechnol ; 41(2): 212-221, 2023 02.
Article in English | MEDLINE | ID: mdl-36076083

ABSTRACT

The analysis of cell-free DNA (cfDNA) in plasma provides information on pathological processes in the body. Blood cfDNA is in the form of nucleosomes, which maintain their tissue- and cancer-specific epigenetic state. We developed a single-molecule multiparametric assay to comprehensively profile the epigenetics of plasma-isolated nucleosomes (EPINUC), DNA methylation and cancer-specific protein biomarkers. Our system allows for high-resolution detection of six active and repressive histone modifications and their ratios and combinatorial patterns on millions of individual nucleosomes by single-molecule imaging. In addition, our system provides sensitive and quantitative data on plasma proteins, including detection of non-secreted tumor-specific proteins, such as mutant p53. EPINUC analysis of a cohort of 63 colorectal cancer, 10 pancreatic cancer and 33 healthy plasma samples detected cancer with high accuracy and sensitivity, even at early stages. Finally, combining EPINUC with direct single-molecule DNA sequencing revealed the tissue of origin of colorectal, pancreatic, lung and breast tumors. EPINUC provides multilayered information of potential clinical relevance from limited (<1 ml) liquid biopsy material.


Subject(s)
Cell-Free Nucleic Acids , Neoplasms , Nucleosomes , Humans , Biomarkers, Tumor , Cell-Free Nucleic Acids/metabolism , DNA Methylation/genetics , Epigenesis, Genetic/genetics , Neoplasm Proteins/genetics , Neoplasms/diagnosis , Neoplasms/genetics , Nucleosomes/genetics , Nucleosomes/metabolism , Single Molecule Imaging
2.
Mol Cell ; 82(14): 2696-2713.e9, 2022 07 21.
Article in English | MEDLINE | ID: mdl-35716669

ABSTRACT

Cancer cells are highly heterogeneous at the transcriptional level and epigenetic state. Methods to study epigenetic heterogeneity are limited in throughput and information obtained per cell. Here, we adapted cytometry by time-of-flight (CyTOF) to analyze a wide panel of histone modifications in primary tumor-derived lines of diffused intrinsic pontine glioma (DIPG). DIPG is a lethal glioma, driven by a histone H3 lysine 27 mutation (H3-K27M). We identified two epigenetically distinct subpopulations in DIPG, reflecting inherent heterogeneity in expression of the mutant histone. These two subpopulations are robust across tumor lines derived from different patients and show differential proliferation capacity and expression of stem cell and differentiation markers. Moreover, we demonstrate the use of these high-dimensional data to elucidate potential interactions between histone modifications and epigenetic alterations during the cell cycle. Our work establishes new concepts for the analysis of epigenetic heterogeneity in cancer that could be applied to diverse biological systems.


Subject(s)
Brain Stem Neoplasms , Glioma , Brain Stem Neoplasms/genetics , Brain Stem Neoplasms/metabolism , Brain Stem Neoplasms/pathology , Chromatin/genetics , Epigenesis, Genetic , Glioma/metabolism , Histones/genetics , Histones/metabolism , Humans , Mutation
3.
Cell Rep ; 39(7): 110836, 2022 05 17.
Article in English | MEDLINE | ID: mdl-35584667

ABSTRACT

Cancer-associated mutations in genes encoding histones dramatically reshape chromatin and support tumorigenesis. Lysine to methionine substitution of residue 27 on histone H3 (K27M) is a driver mutation in high-grade pediatric gliomas, known to abrogate polycomb repressive complex 2 (PRC2) activity. We applied single-molecule systems to image individual nucleosomes and delineate the combinatorial epigenetic patterns associated with H3-K27M expression. We found that chromatin marks on H3-K27M-mutant nucleosomes are dictated both by their incorporation preferences and by intrinsic properties of the mutation. Mutant nucleosomes not only preferentially bind PRC2 but also directly interact with MLL1, leading to genome-wide redistribution of H3K4me3. H3-K27M-mediated deregulation of repressive and active chromatin marks leads to unbalanced "bivalent" chromatin, which may support a poorly differentiated cellular state. This study provides evidence for a direct effect of H3-K27M oncohistone on the MLL1-H3K4me3 pathway and highlights the capability of single-molecule tools to reveal mechanisms of chromatin deregulation in cancer.


Subject(s)
Brain Neoplasms , Glioma , Histone-Lysine N-Methyltransferase , Myeloid-Lymphoid Leukemia Protein , Nucleosomes , Brain Neoplasms/genetics , Child , Chromatin/genetics , Chromatin/metabolism , Epigenesis, Genetic , Glioma/genetics , Glioma/metabolism , Histone-Lysine N-Methyltransferase/genetics , Histone-Lysine N-Methyltransferase/metabolism , Histones/genetics , Histones/metabolism , Humans , Mutation , Myeloid-Lymphoid Leukemia Protein/genetics , Myeloid-Lymphoid Leukemia Protein/metabolism , Nucleosomes/genetics , Nucleosomes/metabolism , Polycomb Repressive Complex 2/genetics , Polycomb Repressive Complex 2/metabolism
4.
Foods ; 10(12)2021 Dec 15.
Article in English | MEDLINE | ID: mdl-34945658

ABSTRACT

Ultra processed foods (UPF) consumption is becoming dominant in the global food system, to the point of being the most recent cause of malnutrition. Health outcomes of this diet include obesity and metabolic syndrome; however, its effect on skeletal development has yet to be examined. This project studied the influence of UPF diet on the development and quality of the post-natal skeleton. Young female mice were fed with regular chow diet, UPF diet, UPF diet supplemented with calcium or with multivitamin and mineral complex. Mice fed UPF diet presented unfavorable morphological parameters, evaluated by micro-CT, alongside inferior mechanical performance of the femora, evaluated by three-point bending tests. Growth-plate histology evaluation suggested a modification of the growth pattern. Accumulation of adipose tissue within the bone marrow was significantly higher in the group fed UPF diet. Finally, microbiome 16SrRNA sequencing was used to explore the connection between diets, gut microbial community and skeletal development. Together, we show that consumption of UPF diet during the postnatal developmental period alters the microbiome and has negative outcomes on bone parameters and bone marrow adiposity. Micronutrients improved these phenotypes only partially. Thus, consuming a wholesome diet that contributes to a healthy microbiota is of a great significance in order to achieve healthy skeletal development.

5.
Nutrients ; 13(12)2021 Nov 29.
Article in English | MEDLINE | ID: mdl-34959867

ABSTRACT

Today's eating patterns are characterized by the consumption of unbalanced diets (UBDs) resulting in a variety of health consequences on the one hand, and the consumption of dietary supplements in order to achieve overall health and wellness on the other. Balanced nutrition is especially crucial during childhood and adolescence as these time periods are characterized by rapid growth and development of the skeleton. We show the harmful effect of UBD on longitudinal bone growth, trabecular and cortical bone micro-architecture and bone mineral density; which were analyzed by micro-CT scanning. Three point bending tests demonstrate the negative effect of the diet on the mechanical properties of the bone material as well. Addition of Spirulina algae or Pleurotus eryngii or Agaricus bisporus mushrooms, to the UBD, was able to improve growth and impaired properties of the bone. 16SrRNA Sequencing identified dysbiosis in the UBD rats' microbiota, with high levels of pro-inflammatory associated bacteria and low levels of bacteria associated with fermentation processes and bone related mechanisms. These results provide insight into the connection between diet, the skeletal system and the gut microbiota, and reveal the positive impact of three chosen dietary supplements on bone development and quality presumably through the microbiome composition.


Subject(s)
Agaricales , Bone and Bones/microbiology , Dietary Supplements , Growth Disorders/prevention & control , Spirulina , Agaricus , Animals , Bone Development , Diet/adverse effects , Female , Gastrointestinal Microbiome , Growth Disorders/microbiology , Pleurotus , Rats , Rats, Sprague-Dawley
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