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1.
bioRxiv ; 2024 Feb 02.
Article in English | MEDLINE | ID: mdl-38352441

ABSTRACT

Obesity is a major public health crisis given its rampant growth and association with an increased risk for cancer. Interestingly, patients with obesity tend to have an increased tumor burden and decreased T-cell function. It remains unclear how obesity compromises T-cell mediated immunity. To address this question, we modeled the adipocyte niche using the secretome released from adipocytes as well as the niche of stromal cells and investigated how these factors modulated T-cell function. We found that the secretomes altered antigen-specific T-cell receptor (TCR) triggering and activation. RNA-sequencing analysis identified thousands of gene targets modulated by the secretome including those associated with cytoskeletal regulation and actin polymerization. We next used molecular force probes to show that T-cells exposed to the adipocyte niche display dampened force transmission to the TCR-antigen complex and conversely, stromal cell secreted factors lead to significantly enhanced TCR forces. These results were then validated in diet-induced obese mice. Importantly, secretome-mediated TCR force modulation mirrored the changes in T-cell functional responses in human T-cells using the FDA-approved immunotherapy, blinatumomab. Thus, this work shows that the adipocyte niche contributes to T-cell dysfunction through cytoskeletal modulation and reduces TCR triggering by dampening TCR forces consistent with the mechanosensor model of T-cell activation.

2.
GEN Biotechnol ; 2(4): 301-316, 2023 Aug 01.
Article in English | MEDLINE | ID: mdl-37928406

ABSTRACT

Scientists have used pharmacological inhibitors of polycomb proteins to restore the expression of tumor suppressor genes and stop cancer proliferation and invasion. A major limitation of this approach is that key transcriptional activators, such as TP53 and BAF SWI/SNF, are often mutated in cancer. Poor clinical results for polycomb-targeting therapies in solid cancers, including triple-negative breast cancer (TNBC), could discourage the further development of epigenetic monotherapies. Here, we performed epigenome actuation with a synthetic reader-actuator (SRA) that binds trimethylated histone H3 lysine 27 in polycomb chromatin and modulates core transcriptional activators. In SRA-expressing TNBC BT-549 cells, 122 genes become upregulated ≥2-fold, including the genes involved in cell death, cell cycle arrest, and migration inhibition. The SRA-expressing spheroids showed reduced size in Matrigel and loss of invasion. Therefore, targeting Mediator-recruiting regulators to silenced chromatin can activate tumor suppressors and stimulate anti-cancer phenotypes, and further development of robust gene regulators might benefit TNBC patients.

3.
J Natl Cancer Inst Monogr ; 2023(61): 12-29, 2023 05 04.
Article in English | MEDLINE | ID: mdl-37139973

ABSTRACT

The obesity pandemic currently affects more than 70 million Americans and more than 650 million individuals worldwide. In addition to increasing susceptibility to pathogenic infections (eg, SARS-CoV-2), obesity promotes the development of many cancer subtypes and increases mortality rates in most cases. We and others have demonstrated that, in the context of B-cell acute lymphoblastic leukemia (B-ALL), adipocytes promote multidrug chemoresistance. Furthermore, others have demonstrated that B-ALL cells exposed to the adipocyte secretome alter their metabolic states to circumvent chemotherapy-mediated cytotoxicity. To better understand how adipocytes impact the function of human B-ALL cells, we used a multi-omic RNA-sequencing (single-cell and bulk transcriptomic) and mass spectroscopy (metabolomic and proteomic) approaches to define adipocyte-induced changes in normal and malignant B cells. These analyses revealed that the adipocyte secretome directly modulates programs in human B-ALL cells associated with metabolism, protection from oxidative stress, increased survival, B-cell development, and drivers of chemoresistance. Single-cell RNA sequencing analysis of mice on low- and high-fat diets revealed that obesity suppresses an immunologically active B-cell subpopulation and that the loss of this transcriptomic signature in patients with B-ALL is associated with poor survival outcomes. Analyses of sera and plasma samples from healthy donors and those with B-ALL revealed that obesity is associated with higher circulating levels of immunoglobulin-associated proteins, which support observations in obese mice of altered immunological homeostasis. In all, our multi-omics approach increases our understanding of pathways that may promote chemoresistance in human B-ALL and highlight a novel B-cell-specific signature in patients associated with survival outcomes.


Subject(s)
COVID-19 , Precursor Cell Lymphoblastic Leukemia-Lymphoma , Humans , Animals , Mice , Proteomics , SARS-CoV-2 , Obesity/complications , Obesity/metabolism
5.
bioRxiv ; 2023 Jan 23.
Article in English | MEDLINE | ID: mdl-36747762

ABSTRACT

Scientists have used small molecule inhibitors and genetic knockdown of gene-silencing polycomb repressive complexes (PRC1/2) to determine if restoring the expression of tumor suppressor genes can block proliferation and invasion of cancer cells. A major limitation of this approach is that inhibitors can not restore key transcriptional activators that are mutated in many cancers, such as p53 and members of the BRAF SWI/SNF complex. Furthermore, small molecule inhibitors can alter the activity of, rather than inhibit, the polycomb enzyme EZH2. While chromatin has been shown to play a major role in gene regulation in cancer, poor clinical results for polycomb chromatin-targeting therapies for diseases like triple-negative breast cancer (TNBC) could discourage further development of this emerging avenue for treatment. To overcome the limitations of inhibiting polycomb to study epigenetic regulation, we developed an engineered chromatin protein to manipulate transcription. The synthetic reader-actuator (SRA) is a fusion protein that directly binds a target chromatin modification and regulates gene expression. Here, we report the activity of an SRA built from polycomb chromodomain and VP64 modules that bind H3K27me3 and subunits of the Mediator complex, respectively. In SRA-expressing BT-549 cells, we identified 122 upregulated differentially expressed genes (UpDEGs, ≥ 2-fold activation, adjusted p < 0.05). On-target epigenetic regulation was determined by identifying UpDEGs at H3K27me3-enriched, closed chromatin. SRA activity induced activation of genes involved in cell death, cell cycle arrest, and the inhibition of migration and invasion. SRA-expressing BT-549 cells showed reduced spheroid size in Matrigel over time, loss of invasion, and activation of apoptosis. These results show that Mediator-recruiting regulators broadly targeted to silenced chromatin activate silenced tumor suppressor genes and stimulate anti-cancer phenotypes. Therefore further development of gene-activating epigenetic therapies might benefit TNBC patients.

6.
Methods Mol Biol ; 2599: 191-214, 2023.
Article in English | MEDLINE | ID: mdl-36427151

ABSTRACT

Chromatin is the nucleoprotein complex that organizes genomic DNA in the nuclei of eukaryotic cells. Chromatin-modifying enzymes and chromatin-binding regulators generate chromatin states that affect DNA compaction, repair, gene expression, and ultimately cell phenotype. Many natural chromatin mediators contain subdomains that can be isolated and recombined to build synthetic regulators and probes. Engineered chromatin proteins make up a growing collection of new tools for cell engineering and can help deepen our understanding of the mechanism by which chromatin features, such as modifications of histones and DNA, contribute to the epigenetic states that govern DNA-templated processes. To support efficient exploration of the large combinatorial design space of synthetic chromatin proteins, we have developed a Golden Gate assembly method for one-step construction of protein-encoding recombinant DNA. A set of standard 2-amino acid linkers allows facile assembly of any combination of up to four protein modules, obviating the need to design different compatible overhangs to ligate different modules. Beginning with the identification of protein modules of interest, a synthetic chromatin protein can be built and expressed in vitro or in cells in under 2 weeks.


Subject(s)
Chromatin , Epigenomics , Chromatin/genetics , Histones/genetics , Histones/metabolism , DNA/chemistry , Epigenesis, Genetic
7.
Cell Syst ; 13(12): 950-973, 2022 12 21.
Article in English | MEDLINE | ID: mdl-36549273

ABSTRACT

To elucidate principles operating in native biological systems and to develop novel biotechnologies, synthetic biology aims to build and integrate synthetic gene circuits within native transcriptional networks. The utility of synthetic gene circuits for cell engineering relies on the ability to control the expression of all constituent transgene components. Transgene silencing, defined as the loss of expression over time, persists as an obstacle for engineering primary cells and stem cells with transgenic cargos. In this review, we highlight the challenge that transgene silencing poses to the robust engineering of mammalian cells, outline potential molecular mechanisms of silencing, and present approaches for preventing transgene silencing. We conclude with a perspective identifying future research directions for improving the performance of synthetic gene circuits.


Subject(s)
Gene Regulatory Networks , Genetic Engineering , Animals , Transgenes/genetics , Cell Communication , Mammals/genetics
8.
Front Cell Dev Biol ; 10: 909557, 2022.
Article in English | MEDLINE | ID: mdl-36060800

ABSTRACT

The world's population with obesity is reaching pandemic levels. If current trends continue, it is predicted that there will be 1.5 billion people with obesity by 2030. This projection is alarming due to the association of obesity with numerous diseases including cancer, with recent studies demonstrating a positive association with acute myeloid leukemia (AML) and B cell acute lymphoblastic leukemia (B-ALL). Interestingly, several epidemiological studies suggest the converse relationship may exist in patients with T cell acute lymphoblastic leukemia (T-ALL). To determine the relationship between obesity and T-ALL development, we employed the diet-induced obesity (DIO) murine model and cultured human T-ALL cells in adipocyte-conditioned media (ACM), bone marrow stromal cell-conditioned media, stromal conditioned media (SCM), and unconditioned media to determine the functional impact of increased adiposity on leukemia progression. Whereas only 20% of lean mice transplanted with T-ALL cells survived longer than 3 months post-inoculation, 50%-80% of obese mice with leukemia survived over this same period. Furthermore, culturing human T-ALL cells in ACM resulted in increased histone H3 acetylation (K9/K14/K18/K23/K27) and methylation (K4me3 and K27me3) posttranslational modifications (PTMs), which preceded accelerated cell cycle progression, DNA damage, and cell death. Adipocyte-mediated epigenetic changes in human T-ALL cells were recapitulated with the H3K27 demethylase inhibitor GSK-J4 and the pan-HDAC inhibitor vorinostat. These drugs were also highly cytotoxic to human T-ALL cells at low micromolar concentrations. In summary, our data support epidemiological studies demonstrating that adiposity suppresses T-ALL pathogenesis. We present data demonstrating that T-ALL cell death in adipose-rich microenvironments is induced by epigenetic modifications, which are not tolerated by leukemia cells. Similarly, GSK-J4 and vorinostat treatment induced epigenomic instability and cytotoxicity profiles that phenocopied the responses of human T-ALL cells to ACM, which provides additional support for the use of epigenetic modifying drugs as a treatment option for T-ALL.

9.
Sci Rep ; 12(1): 11870, 2022 07 13.
Article in English | MEDLINE | ID: mdl-35831470

ABSTRACT

Immunotherapies have revolutionized the treatment of B-cell acute lymphoblastic leukemia (B-ALL), but the duration of responses is still sub-optimal. We sought to identify mechanisms of immune suppression in B-ALL and strategies to overcome them. Plasma collected from children with B-ALL with measurable residual disease after induction chemotherapy showed differential cytokine expression, particularly IL-7, while single-cell RNA-sequencing revealed the expression of genes associated with immune exhaustion in immune cell subsets. We also found that the supernatant of leukemia cells suppressed T-cell function ex vivo. Modeling B-ALL in mice, we observed an altered tumor immune microenvironment, including compromised activation of T-cells and dendritic cells (DC). However, recombinant IL-12 (rIL-12) treatment of mice with B-ALL restored the levels of several pro-inflammatory cytokines and chemokines in the bone marrow and increased the number of splenic and bone marrow resident T-cells and DCs. RNA-sequencing of T-cells isolated from vehicle and rIL-12 treated mice with B-ALL revealed that the leukemia-induced increase in genes associated with exhaustion, including Lag3, Tigit, and Il10, was abrogated with rIL-12 treatment. In addition, the cytolytic capacity of T-cells co-cultured with B-ALL cells was enhanced when IL-12 and blinatumomab treatments were combined. Overall, these results demonstrate that the leukemia immune suppressive microenvironment can be restored with rIL-12 treatment which has direct therapeutic implications.


Subject(s)
Interleukin-12 , Precursor Cell Lymphoblastic Leukemia-Lymphoma , Animals , Bone Marrow/metabolism , Cytokines/metabolism , Dendritic Cells , Interleukin-12/genetics , Interleukin-12/metabolism , Mice , Precursor Cell Lymphoblastic Leukemia-Lymphoma/metabolism , RNA/metabolism , Tumor Microenvironment
10.
Nat Mater ; 21(4): 390-397, 2022 04.
Article in English | MEDLINE | ID: mdl-35361951

ABSTRACT

Recent far-reaching advances in synthetic biology have yielded exciting tools for the creation of new materials. Conversely, advances in the fundamental understanding of soft-condensed matter, polymers and biomaterials offer new avenues to extend the reach of synthetic biology. The broad and exciting range of possible applications have substantial implications to address grand challenges in health, biotechnology and sustainability. Despite the potentially transformative impact that lies at the interface of synthetic biology and biomaterials, the two fields have, so far, progressed mostly separately. This Perspective provides a review of recent key advances in these two fields, and a roadmap for collaboration at the interface between the two communities. We highlight the near-term applications of this interface to the development of hierarchically structured biomaterials, from bioinspired building blocks to 'living' materials that sense and respond based on the reciprocal interactions between materials and embedded cells.


Subject(s)
Biocompatible Materials , Synthetic Biology , Polymers
11.
Trends Biochem Sci ; 47(5): 417-432, 2022 05.
Article in English | MEDLINE | ID: mdl-35427480

ABSTRACT

Chromatin is a system of proteins and DNA that regulates chromosome organization and gene expression in eukaryotes. Essential features that support these processes include biochemical marks on histones and DNA, 'writer' enzymes that generate or remove these marks and proteins that translate the marks into transcriptional regulation: reader-effectors. Here, we review recent studies that reveal how reader-effectors drive chromatin-mediated processes. Advances in proteomics and epigenomics have accelerated the discovery of chromatin marks and their correlation with gene states, outpacing our understanding of the corresponding reader-effectors. Therefore, we summarize the current state of knowledge and open questions about how reader-effectors impact cellular function and human disease and discuss how synthetic biology can deepen our knowledge of reader-effector activity.


Subject(s)
Chromatin , Epigenomics , Chromatin/genetics , DNA/metabolism , Epigenesis, Genetic , Histones/metabolism , Humans
12.
Mol Oncol ; 15(8): 2156-2171, 2021 08.
Article in English | MEDLINE | ID: mdl-33523558

ABSTRACT

Rhabdomyosarcoma (RMS) is an aggressive pediatric soft tissue sarcoma. There are two main subtypes of RMS, alveolar rhabdomyosarcoma (ARMS) and embryonal rhabdomyosarcoma. ARMS typically encompasses fusion-positive rhabdomyosarcoma, which expresses either PAX3-FOXO1 or PAX7-FOXO1 fusion proteins. There are no targeted therapies for ARMS; however, recent studies have begun to illustrate the cooperation between epigenetic proteins and the PAX3-FOXO1 fusion, indicating that epigenetic proteins may serve as targets in ARMS. Here, we investigate the contribution of BMI1, given the established role of this epigenetic regulator in sustaining aggression in cancer. We determined that BMI1 is expressed across ARMS tumors, patient-derived xenografts, and cell lines. We depleted BMI1 using RNAi and inhibitors (PTC-209 and PTC-028) and found that this leads to a decrease in cell growth/increase in apoptosis in vitro, and delays tumor growth in vivo. Our data suggest that BMI1 inhibition activates the Hippo pathway via phosphorylation of LATS1/2 and subsequent reduction in YAP levels and YAP/TAZ target genes. These results identify BMI1 as a potential therapeutic vulnerability in ARMS and warrant further investigation of BMI1 in ARMS and other sarcomas.


Subject(s)
Cell Proliferation/physiology , Epigenesis, Genetic/physiology , Polycomb Repressive Complex 1/physiology , Rhabdomyosarcoma/pathology , Apoptosis/physiology , Cell Line, Tumor , Heterografts , Hippo Signaling Pathway , Humans , Phosphorylation , Polycomb Repressive Complex 1/genetics , RNA Interference , Rhabdomyosarcoma/metabolism
13.
Cell ; 184(3): 561-565, 2021 02 04.
Article in English | MEDLINE | ID: mdl-33503447

ABSTRACT

Our nationwide network of BME women faculty collectively argue that racial funding disparity by the National Institutes of Health (NIH) remains the most insidious barrier to success of Black faculty in our profession. We thus refocus attention on this critical barrier and suggest solutions on how it can be dismantled.


Subject(s)
Biomedical Research/economics , Black or African American , Financial Management , Research Personnel/economics , Humans , National Institutes of Health (U.S.)/economics , Racial Groups , United States
15.
APL Bioeng ; 4(1): 016102, 2020 Mar.
Article in English | MEDLINE | ID: mdl-31967103

ABSTRACT

Previously, we used an inducible, transgenic polycomb chromatin system to demonstrate that closed, transcriptionally silenced chromatin reduces Cas9 editing. Here, we investigated strategies to enhance Cas9 editing efficiency by artificially perturbing closed chromatin. We tested UNC1999, a small molecule inhibitor that blocks enhancer of zeste homolog 2, an enzyme that maintains closed polycomb chromatin. We also tested DNA-binding, transiently expressed activation-associated proteins (AAPs) that are known to support an open, transcriptionally active chromatin state. When cells that carried a polycomb-repressed transgene (luciferase) were treated with UNC1999 or the AAP fusion Gal4P65, we observed loss of histone 3 lysine 27 trimethylation (H3K27me3), a silencing-associated chromatin feature, at the transgene. Only Gal4P65 treatment showed full restoration of luciferase expression. Cas9 activity, determined by insertion deletion mutations, was restored in Gal4P65-expressing cells, while no CRISPR enhancement was observed with UNC1999 treatment. CRISPR activity was also restored by other Gal4-AAP fusions that did not activate luciferase expression. Our results demonstrate the use of DNA-binding, activator-associated fusion proteins as an effective method to enhance Cas9 editing within polycomb-repressed chromatin.

16.
Int J Mol Sci ; 21(2)2020 Jan 14.
Article in English | MEDLINE | ID: mdl-31947658

ABSTRACT

A persistent challenge for mammalian cell engineering is the undesirable epigenetic silencing of transgenes. Foreign DNA can be incorporated into closed chromatin before and after it has been integrated into a host cell's genome. To identify elements that mitigate epigenetic silencing, we tested components from the c-myb and NF-kB transcriptional regulation systems in transiently transfected DNA and at chromosomally integrated transgenes in PC-3 and HEK 293 cells. DNA binding sites for MYB (c-myb) placed upstream of a minimal promoter enhanced expression from transiently transfected plasmid DNA. We targeted p65 and MYB fusion proteins to a chromosomal transgene, UAS-Tk-luciferase, that was silenced by ectopic Polycomb chromatin complexes. Transient expression of Gal4-MYB induced an activated state that resisted complete re-silencing. We used custom guide RNAs and dCas9-MYB to target MYB to different positions relative to the promoter and observed that transgene activation within ectopic Polycomb chromatin required proximity of dCas9-MYB to the transcriptional start site. Our report demonstrates the use of MYB in the context of the CRISPR-activation system, showing that DNA elements and fusion proteins derived from c-myb can mitigate epigenetic silencing to improve transgene expression in engineered cell lines.


Subject(s)
Epigenesis, Genetic , Gene Expression Regulation , Proto-Oncogene Proteins c-myb/genetics , Transcription, Genetic , Transgenes , Base Sequence , Binding Sites , Gene Silencing , Genes, Reporter , Heterochromatin/genetics , Heterochromatin/metabolism , Humans , Models, Biological , Polycomb-Group Proteins/metabolism , Protein Binding , Proto-Oncogene Proteins c-myb/metabolism , Regulatory Sequences, Nucleic Acid , Trans-Activators/metabolism , Transcription Initiation Site , Transcriptional Activation
18.
Article in English | MEDLINE | ID: mdl-31058147

ABSTRACT

Gene regulators that are controlled by membrane-permeable compounds called homoserine lactones (HSLs) have become popular tools for building synthetic gene networks that coordinate behaviors across populations of engineered bacteria. Synthetic HSL-signaling systems are derived from natural DNA and protein elements from microbial quorum signaling pathways. Crosstalk, where a single HSL can activate multiple regulators, can lead to faults in networks composed of parallel signaling pathways. Here, we report an investigation of quorum sensing components to identify synthetic pathways that exhibit little to no crosstalk in liquid and solid cultures. In previous work, we characterized the response of a single regulator (LuxR) to 10 distinct HSL-synthase enzymes. Our current study determined the responses of five different regulators (LuxR, LasR, TraR, BjaR, and AubR) to the same set of synthases. We identified two sets of orthogonal synthase-regulator pairs (BjaI/BjaR + EsaI/TraR and LasI/LasR + EsaI/TraR) that show little to no crosstalk when they are expressed in Escherichia coli BL21. These results expand the toolbox of characterized components for engineering microbial communities.

19.
BMC Syst Biol ; 12(1): 83, 2018 09 25.
Article in English | MEDLINE | ID: mdl-30253781

ABSTRACT

BACKGROUND: Mounting evidence from genome-wide studies of cancer shows that chromatin-mediated epigenetic silencing at large cohorts of genes is strongly linked to a poor prognosis. This mechanism is thought to prevent cell differentiation and enable evasion of the immune system. Drugging the cancer epigenome with small molecule inhibitors to release silenced genes from the repressed state has emerged as a powerful approach for cancer research and drug development. Targets of these inhibitors include chromatin-modifying enzymes that can acquire drug-resistant mutations. In order to directly target a generally conserved feature, elevated trimethyl-lysine 27 on histone H3 (H3K27me3), we developed the Polycomb-based Transcription Factor (PcTF), a fusion activator that targets methyl-histone marks via its N-terminal H3K27me3-binding motif, and co-regulates sets of silenced genes. RESULTS: Here, we report transcriptome profiling analyses of PcTF-treated breast cancer model cell lines. We identified a set of 19 PcTF-upregulated genes, or PUGs, that were consistent across three distinct breast cancer cell lines. These genes are associated with the interferon response pathway. CONCLUSIONS: Our results demonstrate for the first time a chromatin-mediated interferon-related transcriptional response driven by an engineered fusion protein that physically links repressive histone marks with active transcription.


Subject(s)
Breast Neoplasms/pathology , Histones/metabolism , Interferons/genetics , Polycomb-Group Proteins/metabolism , Transcriptional Activation , Genetic Loci/genetics , Humans , MCF-7 Cells
20.
PLoS One ; 13(8): e0202294, 2018.
Article in English | MEDLINE | ID: mdl-30138364

ABSTRACT

Quorum sensing networks have been identified in over one hundred bacterial species to date. A subset of these networks regulate group behaviors, such as bioluminescence, virulence, and biofilm formation, by sending and receiving small molecules called homoserine lactones (HSLs). Bioengineers have incorporated quorum sensing pathways into genetic circuits to connect logical operations. However, the development of higher-order genetic circuitry is inhibited by crosstalk, in which one quorum sensing network responds to HSLs produced by a different network. Here, we report the construction and characterization of a library of ten synthases including some that are expected to produce HSLs that are incompatible with the Lux pathway, and therefore show no crosstalk. We demonstrated their function in a common lab chassis, Escherichia coli BL21, and in two contexts, liquid and solid agar cultures, using decoupled Sender and Receiver pathways. We observed weak or strong stimulation of a Lux receiver by longer-chain or shorter-chain HSL-generating Senders, respectively. We also considered the under-investigated risk of unintentional release of incompletely deactivated HSLs in biological waste. We found that HSL-enriched media treated with bleach were still bioactive, while autoclaving deactivates LuxR induction. This work represents the most extensive comparison of quorum signaling synthases to date and greatly expands the bacterial signaling toolkit while recommending practices for disposal based on empirical, quantitative evidence.


Subject(s)
4-Butyrolactone/analogs & derivatives , Enzymes/metabolism , Escherichia coli Proteins/metabolism , Escherichia coli/enzymology , Quorum Sensing/physiology , 4-Butyrolactone/metabolism , Agar , Anti-Bacterial Agents/pharmacology , Bleaching Agents/pharmacology , Culture Media , Disinfection , Enzymes/chemistry , Escherichia coli/drug effects , Escherichia coli Proteins/chemistry , Hot Temperature , Pressure , Refuse Disposal
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