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1.
Commun Biol ; 7(1): 374, 2024 Mar 28.
Article in English | MEDLINE | ID: mdl-38548886

ABSTRACT

The transcription factor Growth Factor Independence 1B (GFI1B) recruits Lysine Specific Demethylase 1 A (LSD1/KDM1A) to stimulate gene programs relevant for megakaryocyte and platelet biology. Inherited pathogenic GFI1B variants result in thrombocytopenia and bleeding propensities with varying intensity. Whether these affect similar gene programs is unknow. Here we studied transcriptomic effects of four patient-derived GFI1B variants (GFI1BT174N,H181Y,R184P,Q287*) in MEG01 megakaryoblasts. Compared to normal GFI1B, each variant affected different gene programs with GFI1BQ287* uniquely failing to repress myeloid traits. In line with this, single cell RNA-sequencing of induced pluripotent stem cell (iPSC)-derived megakaryocytes revealed a 4.5-fold decrease in the megakaryocyte/myeloid cell ratio in GFI1BQ287* versus normal conditions. Inhibiting the GFI1B-LSD1 interaction with small molecule GSK-LSD1 resulted in activation of myeloid genes in normal iPSC-derived megakaryocytes similar to what was observed for GFI1BQ287* iPSC-derived megakaryocytes. Thus, GFI1B and LSD1 facilitate gene programs relevant for megakaryopoiesis while simultaneously repressing programs that induce myeloid differentiation.


Subject(s)
Hematopoiesis , Megakaryocytes , Humans , Megakaryocytes/metabolism , Cell Differentiation/genetics , Hematopoiesis/genetics , Histone Demethylases/genetics , Histone Demethylases/metabolism , Gene Expression Regulation , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins/metabolism , Repressor Proteins/metabolism
2.
Adv Sci (Weinh) ; 9(21): e2103332, 2022 07.
Article in English | MEDLINE | ID: mdl-35611998

ABSTRACT

To fully investigate cellular responses to stimuli and perturbations within tissues, it is essential to replicate the complex molecular interactions within the local microenvironment of cellular niches. Here, the authors introduce Alginate-based tissue engineering (ALTEN), a biomimetic tissue platform that allows ex vivo analysis of explanted tissue biopsies. This method preserves the original characteristics of the source tissue's cellular milieu, allowing multiple and diverse cell types to be maintained over an extended period of time. As a result, ALTEN enables rapid and faithful characterization of perturbations across specific cell types within a tissue. Importantly, using single-cell genomics, this approach provides integrated cellular responses at the resolution of individual cells. ALTEN is a powerful tool for the analysis of cellular responses upon exposure to cytotoxic agents and immunomodulators. Additionally, ALTEN's scalability using automated microfluidic devices for tissue encapsulation and subsequent transport, to enable centralized high-throughput analysis of samples gathered by large-scale multicenter studies, is shown.


Subject(s)
Lab-On-A-Chip Devices , Tissue Engineering , Alginates , Biomimetics , Cell Communication , Tissue Engineering/methods
3.
Cell Rep ; 35(2): 108945, 2021 04 13.
Article in English | MEDLINE | ID: mdl-33852842

ABSTRACT

Basal breast cancer is associated with younger age, early relapse, and a high mortality rate. Here, we use unbiased droplet-based single-cell RNA sequencing (RNA-seq) to elucidate the cellular basis of tumor progression during the specification of the basal breast cancer subtype from the luminal progenitor population in the MMTV-PyMT (mouse mammary tumor virus-polyoma middle tumor-antigen) mammary tumor model. We find that basal-like cancer cells resemble the alveolar lineage that is specified upon pregnancy and encompass the acquisition of an aberrant post-lactation developmental program of involution that triggers remodeling of the tumor microenvironment and metastatic dissemination. This involution mimicry is characterized by a highly interactive multicellular network, with involution cancer-associated fibroblasts playing a pivotal role in extracellular matrix remodeling and immunosuppression. Our results may partially explain the increased risk and poor prognosis of breast cancer associated with childbirth.


Subject(s)
Cancer-Associated Fibroblasts/metabolism , Carcinoma, Basal Cell/genetics , Mammary Glands, Animal/metabolism , Mammary Neoplasms, Animal/genetics , Transcriptome , Animals , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Cancer-Associated Fibroblasts/pathology , Carcinoma, Basal Cell/metabolism , Carcinoma, Basal Cell/pathology , Cell Lineage/genetics , Chemokine CXCL12/genetics , Chemokine CXCL12/metabolism , Collagen Type I, alpha 1 Chain/genetics , Collagen Type I, alpha 1 Chain/metabolism , Extracellular Matrix/metabolism , Extracellular Matrix/pathology , Female , Gene Expression Regulation, Neoplastic , High-Throughput Nucleotide Sequencing , Humans , Mammary Glands, Animal/pathology , Mammary Glands, Animal/virology , Mammary Neoplasms, Animal/metabolism , Mammary Neoplasms, Animal/pathology , Mammary Tumor Virus, Mouse/growth & development , Mammary Tumor Virus, Mouse/pathogenicity , Matrix Metalloproteinase 3/genetics , Matrix Metalloproteinase 3/metabolism , Mice , Neoplasm Metastasis , Pregnancy , Single-Cell Analysis , Tumor Microenvironment/genetics
4.
PLoS Comput Biol ; 17(4): e1008067, 2021 04.
Article in English | MEDLINE | ID: mdl-33930021

ABSTRACT

Plasmodium species, the causative agent of malaria, have a complex life cycle involving two hosts. The sporozoite life stage is characterized by an extended phase in the mosquito salivary glands followed by free movement and rapid invasion of hepatocytes in the human host. This transmission stage has been the subject of many transcriptomics and proteomics studies and is also targeted by the most advanced malaria vaccine. We applied Bayesian data integration to determine which proteins are not only present in sporozoites but are also specific to that stage. Transcriptomic and proteomic Plasmodium data sets from 26 studies were weighted for how representative they are for sporozoites, based on a carefully assembled gold standard for Plasmodium falciparum (Pf) proteins known to be present or absent during the sporozoite life stage. Of 5418 Pf genes for which expression data were available at the RNA level or at the protein level, 975 were identified as enriched in sporozoites and 90 specific to them. We show that Pf sporozoites are enriched for proteins involved in type II fatty acid synthesis in the apicoplast and GPI anchor synthesis, but otherwise appear metabolically relatively inactive in the salivary glands of mosquitos. Newly annotated hypothetical sporozoite-specific and sporozoite-enriched proteins highlight sporozoite-specific functions. They include PF3D7_0104100 that we identified to be homologous to the prominin family, which in human has been related to a quiescent state of cancer cells. We document high levels of genetic variability for sporozoite proteins, specifically for sporozoite-specific proteins that elicit antibodies in the human host. Nevertheless, we can identify nine relatively well-conserved sporozoite proteins that elicit antibodies and that together can serve as markers for previous exposure. Our understanding of sporozoite biology benefits from identifying key pathways that are enriched during this life stage. This work can guide studies of molecular mechanisms underlying sporozoite biology and potential well-conserved targets for marker and drug development.


Subject(s)
Plasmodium falciparum/metabolism , Proteome , Protozoan Proteins/metabolism , Sporozoites/metabolism , Animals , Bayes Theorem , Plasmodium falciparum/genetics , Polymorphism, Single Nucleotide , Probability , Transcriptome
5.
Nucleic Acids Res ; 47(22): 11574-11588, 2019 12 16.
Article in English | MEDLINE | ID: mdl-31728527

ABSTRACT

Epigenetic regulatory mechanisms are central to the development and survival of all eukaryotic organisms. These mechanisms critically depend on the marking of chromatin domains with distinctive histone tail modifications (PTMs) and their recognition by effector protein complexes. Here we used quantitative proteomic approaches to unveil interactions between PTMs and associated reader protein complexes of Plasmodium falciparum, a unicellular parasite causing malaria. Histone peptide pull-downs with the most prominent and/or parasite-specific PTMs revealed the binding preference for 14 putative and novel reader proteins. Amongst others, they highlighted the acetylation-level-dependent recruitment of the BDP1/BDP2 complex and identified an PhD-finger protein (PHD 1, PF3D7_1008100) that could mediate a cross-talk between H3K4me2/3 and H3K9ac marks. Tagging and interaction proteomics of 12 identified proteins unveiled the composition of 5 major epigenetic complexes, including the elusive TBP-associated-factor complex as well as two distinct GCN5/ADA2 complexes. Furthermore, it has highlighted a remarkable degree of interaction between these five (sub)complexes. Collectively, this study provides an extensive inventory of PTM-reader interactions and composition of epigenetic complexes. It will not only fuel further explorations of gene regulation amongst ancient eukaryotes, but also provides a stepping stone for exploration of PTM-reader interactions for antimalarial drug development.


Subject(s)
Epigenesis, Genetic/genetics , Gene Expression Regulation/genetics , Histones/metabolism , Plasmodium falciparum/genetics , Protein Processing, Post-Translational/genetics , Chromatin/metabolism , Humans , Malaria, Falciparum/genetics , Malaria, Falciparum/parasitology , Methylation
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