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1.
Cell ; 167(5): 1398-1414.e24, 2016 11 17.
Article in English | MEDLINE | ID: mdl-27863251

ABSTRACT

Characterizing the multifaceted contribution of genetic and epigenetic factors to disease phenotypes is a major challenge in human genetics and medicine. We carried out high-resolution genetic, epigenetic, and transcriptomic profiling in three major human immune cell types (CD14+ monocytes, CD16+ neutrophils, and naive CD4+ T cells) from up to 197 individuals. We assess, quantitatively, the relative contribution of cis-genetic and epigenetic factors to transcription and evaluate their impact as potential sources of confounding in epigenome-wide association studies. Further, we characterize highly coordinated genetic effects on gene expression, methylation, and histone variation through quantitative trait locus (QTL) mapping and allele-specific (AS) analyses. Finally, we demonstrate colocalization of molecular trait QTLs at 345 unique immune disease loci. This expansive, high-resolution atlas of multi-omics changes yields insights into cell-type-specific correlation between diverse genomic inputs, more generalizable correlations between these inputs, and defines molecular events that may underpin complex disease risk.


Subject(s)
Epigenomics , Immune System Diseases/genetics , Monocytes/metabolism , Neutrophils/metabolism , T-Lymphocytes/metabolism , Transcription, Genetic , Adult , Aged , Alternative Splicing , Female , Genetic Predisposition to Disease , Hematopoietic Stem Cells/metabolism , Histone Code , Humans , Male , Middle Aged , Quantitative Trait Loci , Young Adult
2.
Cell ; 167(5): 1415-1429.e19, 2016 11 17.
Article in English | MEDLINE | ID: mdl-27863252

ABSTRACT

Many common variants have been associated with hematological traits, but identification of causal genes and pathways has proven challenging. We performed a genome-wide association analysis in the UK Biobank and INTERVAL studies, testing 29.5 million genetic variants for association with 36 red cell, white cell, and platelet properties in 173,480 European-ancestry participants. This effort yielded hundreds of low frequency (<5%) and rare (<1%) variants with a strong impact on blood cell phenotypes. Our data highlight general properties of the allelic architecture of complex traits, including the proportion of the heritable component of each blood trait explained by the polygenic signal across different genome regulatory domains. Finally, through Mendelian randomization, we provide evidence of shared genetic pathways linking blood cell indices with complex pathologies, including autoimmune diseases, schizophrenia, and coronary heart disease and evidence suggesting previously reported population associations between blood cell indices and cardiovascular disease may be non-causal.


Subject(s)
Genetic Variation , Genome-Wide Association Study , Hematopoietic Stem Cells/metabolism , Immune System Diseases/genetics , Alleles , Cell Differentiation , Genetic Predisposition to Disease , Hematopoietic Stem Cells/pathology , Humans , Immune System Diseases/pathology , Polymorphism, Single Nucleotide , Quantitative Trait Loci , White People/genetics
3.
Mol Cancer Ther ; 22(6): 765-777, 2023 06 01.
Article in English | MEDLINE | ID: mdl-37042205

ABSTRACT

MET, the cell-surface receptor for the hepatocyte growth factor/scatter factor, which is widely overexpressed in various solid cancer types, is an attractive target for the development of antibody-based therapeutics. BYON3521 is a novel site-specifically conjugated duocarmycin-based antibody-drug conjugate (ADC), comprising a humanized cysteine-engineered IgG1 monoclonal antibody with low pmol/L binding affinity towards both human and cynomolgus MET. In vitro studies showed that BYON3521 internalizes efficiently upon MET binding and induces both target- and bystander-mediated cell killing. BYON3521 showed good potency and full efficacy in MET-amplified and high MET-expressing cancer cell lines; in moderate and low MET-expressing cancer cell lines good potencies and partial efficacy were observed. In mouse xenograft models, BYON3521 showed significant antitumor activity upon single-dose administration in multiple non-MET-amplified tumor types with low, moderate, and high MET expression, including complete tumor remissions in models with moderate MET expression. In the repeat-dose Good Laboratory Practice (GLP) safety assessment in cynomolgus monkeys, BYON3521 was well tolerated and based on the observed toxicities and their reversibility, the highest non-severely toxic dose was set at 15 mg/kg. A human pharmacokinetics (PK) model was derived from the PK data from the cynomolgus safety assessments, and the minimal efficacious dose in humans is estimated to be in the range of 3 to 4 mg/kg. In all, our nonclinical data suggests that BYON3521 is a safe ADC with potential for clinical benefit in patients. A first-in-human dose-escalation study is currently ongoing to determine the maximum tolerated dose and recommended dose for expansion (NCT05323045).


Subject(s)
Antibodies, Monoclonal , Immunoconjugates , Animals , Humans , Mice , Antibodies, Monoclonal, Humanized , Cell Line, Tumor , Immunoglobulin G , Xenograft Model Antitumor Assays
4.
Cell Rep ; 26(4): 1059-1069.e6, 2019 01 22.
Article in English | MEDLINE | ID: mdl-30673601

ABSTRACT

Global investigation of histone marks in acute myeloid leukemia (AML) remains limited. Analyses of 38 AML samples through integrated transcriptional and chromatin mark analysis exposes 2 major subtypes. One subtype is dominated by patients with NPM1 mutations or MLL-fusion genes, shows activation of the regulatory pathways involving HOX-family genes as targets, and displays high self-renewal capacity and stemness. The second subtype is enriched for RUNX1 or spliceosome mutations, suggesting potential interplay between the 2 aberrations, and mainly depends on IRF family regulators. Cellular consequences in prognosis predict a relatively worse outcome for the first subtype. Our integrated profiling establishes a rich resource to probe AML subtypes on the basis of expression and chromatin data.


Subject(s)
Chromatin , Core Binding Factor Alpha 2 Subunit , Leukemia, Myeloid, Acute , Mutation , Nuclear Proteins , Oncogene Proteins, Fusion , Chromatin/genetics , Chromatin/metabolism , Chromatin/pathology , Core Binding Factor Alpha 2 Subunit/genetics , Core Binding Factor Alpha 2 Subunit/metabolism , Humans , Leukemia, Myeloid, Acute/classification , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/metabolism , Leukemia, Myeloid, Acute/pathology , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Nucleophosmin , Oncogene Proteins, Fusion/genetics , Oncogene Proteins, Fusion/metabolism
5.
Mol Cancer Ther ; 17(11): 2389-2398, 2018 11.
Article in English | MEDLINE | ID: mdl-30093567

ABSTRACT

Carboxylesterase 1c (CES1c) is responsible for linker-drug instability and poor pharmacokinetics (PK) of several antibody-drug conjugates (ADC) in mice, but not in monkeys or humans. Preclinical development of these ADCs could be improved if the PK in mice would more closely resemble that of humans and is not affected by an enzyme that is irrelevant for humans. SYD985, a HER2-targeting ADC based on trastuzumab and linker-drug vc-seco-DUBA, is also sensitive to CES1c. In the present studies, we first focused on the interaction between CES1c and SYD985 by size- exclusion chromatography, Western blotting, and LC/MS-MS analysis, using recombinant CES1c and plasma samples. Intriguingly, CES1c activity not only results in release of the active toxin DUBA but also in formation of a covalent bond between CES1c and the linker of vc-seco-DUBA. Mass spectrometric studies enabled identification of the CES1c cleavage site on the linker-drug and the structure of the CES1c adduct. To assess the in vivo impact, CES1c-/- SCID mice were generated that showed stable PK for SYD985, comparable to that in monkeys and humans. Patient-derived xenograft (PDX) studies in these mice showed enhanced efficacy compared with PDX studies in CES1c+/+ mice and provided a more accurate prediction of clinical efficacy of SYD985, hence delivering better quality data. It seems reasonable to assume that CES1c-/- SCID mice can increase quality in ADC development much broader for all ADCs that carry linker-drugs susceptible to CES1c, without the need of chemically modifying the linker-drug to specifically increase PK in mice. Mol Cancer Ther; 17(11); 2389-98. ©2018 AACR.


Subject(s)
Carboxylesterase/deficiency , Immunoconjugates/pharmacology , Immunoconjugates/pharmacokinetics , Animals , Carboxylesterase/metabolism , Catalytic Domain , Cell Line, Tumor , Female , Humans , Immunoconjugates/chemistry , Mice, Knockout , Mice, SCID , Peptides/chemistry , Rats, Wistar , Trastuzumab/chemistry , Treatment Outcome
6.
Oncotarget ; 9(39): 25647-25660, 2018 May 22.
Article in English | MEDLINE | ID: mdl-29876014

ABSTRACT

Epigenomic alterations have been associated with both pathogenesis and progression of cancer. Here, we analyzed the epigenome of two high-risk APL (hrAPL) patients and compared it to non-high-risk APL cases. Despite the lack of common genetic signatures, we found that human hrAPL blasts from patients with extremely poor prognosis display specific patterns of histone H3 acetylation, specifically hyperacetylation at a common set of enhancer regions. In addition, unique profiles of the repressive marks H3K27me3 and DNA methylation were exposed in high-risk APLs. Epigenetic comparison with low/intermediate-risk APLs and AMLs revealed hrAPL-specific patterns of histone acetylation and DNA methylation, suggesting these could be further developed into markers for clinical identification. The epigenetic drug MC2884, a newly generated general HAT/EZH2 inhibitor, induces apoptosis of high-risk APL blasts and reshapes their epigenomes by targeting both active and repressive marks. Together, our analysis uncovers distinctive epigenome signatures of hrAPL patients, and provides proof of concept for use of epigenome profiling coupled to epigenetic drugs to 'personalize' precision medicine.

7.
Cell Rep ; 24(10): 2784-2794, 2018 09 04.
Article in English | MEDLINE | ID: mdl-30184510

ABSTRACT

Neutrophils are short-lived blood cells that play a critical role in host defense against infections. To better comprehend neutrophil functions and their regulation, we provide a complete epigenetic overview, assessing important functional features of their differentiation stages from bone marrow-residing progenitors to mature circulating cells. Integration of chromatin modifications, methylation, and transcriptome dynamics reveals an enforced regulation of differentiation, for cellular functions such as release of proteases, respiratory burst, cell cycle regulation, and apoptosis. We observe an early establishment of the cytotoxic capability, while the signaling components that activate these antimicrobial mechanisms are transcribed at later stages, outside the bone marrow, thus preventing toxic effects in the bone marrow niche. Altogether, these data reveal how the developmental dynamics of the chromatin landscape orchestrate the daily production of a large number of neutrophils required for innate host defense and provide a comprehensive overview of differentiating human neutrophils.


Subject(s)
Bone Marrow Cells/cytology , Bone Marrow Cells/metabolism , Neutrophils/cytology , Neutrophils/metabolism , Cell Differentiation/genetics , Cell Differentiation/physiology , Chromatin/genetics , Chromatin/metabolism , Gene Expression Regulation/genetics , Gene Expression Regulation/physiology , Humans
8.
Cell Rep ; 17(8): 2087-2100, 2016 11 15.
Article in English | MEDLINE | ID: mdl-27851970

ABSTRACT

The t(8;21) acute myeloid leukemia (AML)-associated oncoprotein AML1-ETO disrupts normal hematopoietic differentiation. Here, we have investigated its effects on the transcriptome and epigenome in t(8,21) patient cells. AML1-ETO binding was found at promoter regions of active genes with high levels of histone acetylation but also at distal elements characterized by low acetylation levels and binding of the hematopoietic transcription factors LYL1 and LMO2. In contrast, ERG, FLI1, TAL1, and RUNX1 bind at all AML1-ETO-occupied regulatory regions, including those of the AML1-ETO gene itself, suggesting their involvement in regulating AML1-ETO expression levels. While expression of AML1-ETO in myeloid differentiated induced pluripotent stem cells (iPSCs) induces leukemic characteristics, overexpression increases cell death. We find that expression of wild-type transcription factors RUNX1 and ERG in AML is required to prevent this oncogene overexpression. Together our results show that the interplay of the epigenome and transcription factors prevents apoptosis in t(8;21) AML cells.


Subject(s)
Apoptosis/genetics , Core Binding Factor Alpha 2 Subunit/metabolism , Hematopoiesis/genetics , Leukemia, Myeloid, Acute/genetics , Oncogene Proteins, Fusion/metabolism , RUNX1 Translocation Partner 1 Protein/metabolism , Translocation, Genetic , Acetylation , Base Sequence , Cell Line, Tumor , Cell Lineage/genetics , Cell Survival/genetics , Chromosomes, Human, Pair 21/genetics , Chromosomes, Human, Pair 8/genetics , Gene Knockdown Techniques , Genome, Human , Histone Deacetylases/metabolism , Humans , Leukemia, Myeloid, Acute/pathology , Oncogenes , Promoter Regions, Genetic , Protein Binding/genetics , Transcriptional Regulator ERG/metabolism
9.
Nat Commun ; 7: 12910, 2016 Sep 26.
Article in English | MEDLINE | ID: mdl-27666519

ABSTRACT

A recent comprehensive whole genome analysis of a large breast cancer cohort was used to link known and novel drivers and substitution signatures to the transcriptome of 266 cases. Here, we validate that subtype-specific aberrations show concordant expression changes for, for example, TP53, PIK3CA, PTEN, CCND1 and CDH1. We find that CCND3 expression levels do not correlate with amplification, while increased GATA3 expression in mutant GATA3 cancers suggests GATA3 is an oncogene. In luminal cases the total number of substitutions, irrespective of type, associates with cell cycle gene expression and adverse outcome, whereas the number of mutations of signatures 3 and 13 associates with immune-response specific gene expression, increased numbers of tumour-infiltrating lymphocytes and better outcome. Thus, while earlier reports imply that the sheer number of somatic aberrations could trigger an immune-response, our data suggests that substitutions of a particular type are more effective in doing so than others.

10.
Science ; 345(6204): 1251086, 2014 Sep 26.
Article in English | MEDLINE | ID: mdl-25258085

ABSTRACT

Monocyte differentiation into macrophages represents a cornerstone process for host defense. Concomitantly, immunological imprinting of either tolerance or trained immunity determines the functional fate of macrophages and susceptibility to secondary infections. We characterized the transcriptomes and epigenomes in four primary cell types: monocytes and in vitro-differentiated naïve, tolerized, and trained macrophages. Inflammatory and metabolic pathways were modulated in macrophages, including decreased inflammasome activation, and we identified pathways functionally implicated in trained immunity. ß-glucan training elicits an exclusive epigenetic signature, revealing a complex network of enhancers and promoters. Analysis of transcription factor motifs in deoxyribonuclease I hypersensitive sites at cell-type-specific epigenetic loci unveiled differentiation and treatment-specific repertoires. Altogether, we provide a resource to understand the epigenetic changes that underlie innate immunity in humans.


Subject(s)
Cell Differentiation/genetics , Epigenesis, Genetic , Immunity, Innate/genetics , Macrophages/cytology , Monocytes/cytology , Animals , Binding Sites/genetics , Deoxyribonuclease I/chemistry , Genomic Imprinting , Humans , Immunologic Memory , Inflammasomes/genetics , Inflammasomes/immunology , Macrophages/immunology , Mice , Monocytes/immunology , Transcription Factors/metabolism , beta-Glucans/immunology
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